{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 3,
   "id": "37858851",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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Z7Zgi+0t8fLyUAjQiIoL//e9/FChQgM6dO6vUr1WrFsWKFUNfX18lIDUyMkr3WjWth9CFvr6+1jmiFy5cYMuWLVSrVo2yZcuqnTd37lwArl+/zubNmwEwMzPDyMiIIkWKAJA/f362bt0qvUbevHn58ccfAbR+a/AlaLtOxe+G4uZFJpOxceNGatWqBcjfd0VmqOTkZGrXrs2UKVOk7Dyurq60a9cOkE/FUTZ9+nTKly+vdvNlaGhIlSpVAPneEGFhX34NjSBkNxHkC1+KCPAFACZ7XBPB/ScqUaIEJ0+eZNeuXRQrVkwq9/Pzo3nz5ixevFjrufr6+vz66688fvyY/v37o68v/19TJpOxdu1aqlevrjLS/SmUp6SEh4cTFxeHj48P1aunn2+5WrVq0jztefPm0b59e3r27EmzZs001t+7dy8A1atXV7mhsLW1pUuXLpiYmGBiYiJN4Th06BARERFUrlxZmvKkYGVlha+vLxEREbRt2/YT3wHdaLs5WL9+PQAVK1bUeLxWrVrSDc+Hc+oVbZYoUULtPEWgHR0d/THd/Wjp3QQpvpVycHBQq6d8U6fpBk9xI6Z8PYmJiRw5coSbN2+q/U7Y2tpy8OBBTExMMDIy4tmzZ59wVYLw9fhag/zgB568vbEdgLc3dvD2+nbpERv0lKB7B1XKQny0D3QJn58I8AUALj9+J4L7z6RTp048fPiQ+fPnSyPyMpmM0aNHc/LkyXTPdXR0ZN26dXh7e6t8G+Dj40P37t1V6oaFhREcHKzxkZqaqnN/9fT0KFWqFAsXLsyw7u+//07dunVJSkri9u3bTJw4UWvde/fuARAYGKhyQxEeHk5kZCTx8fHEx8ezdOlSALy9vQG05mjX09PL0vztH95kKJw7dw4g3VSiipFvxXx7BcWNmyaKYDolJSUTvfx02q4T0u+vsbFxuu0qvl1Rvh5fX1/i4+Pp2LGj2u9EeHg4MTEx0u+FYjRfEL4HX2OQH/r4NPGh8hTP77z3qDwUlMtiAn20NSV8ASLAFwCY3bPGNxfcP/TPvhznxsbGjBkzBh8fH5UFqrNnz9bp/PLly3Py5EnWrVsnBUrnzp3jwoULUh03NzccHBw0PtLLq69NxYoV0w32QB7wjR07FpBPQZo2bZrWuuHh4QA6L5iMiIgAyPEZFhTXo8joo4li9FqRlUeQy+zvhCB8a14FaZ9u+bUF+SU6zqFIM/narYoDdlBx4H/Sw9zBBYdybVTKnBuOyOYef19EgC8AUKu0o9ZjX2Nwf933PSP/vpjua38OwcHBjBkzRuvxfPny4enpKS1QvXbtmsrxkSNHSoGtJv3795dGuDWd/zlZWFgwZcqUdOuEhoby22+/SRslzZ8/XxrR/pC5uTkgX0uQHsUIr2JPgOvXr0uLUzXJ7hsARWYePz8/rXUU116wYMEs6dPXQvG+3Lx5M911JVn9LYYgZJVhf13ANyBc6/EPg/zsHKgSvm4iwBfS9bUG921mHKGoo7XWOp9TeotTQR4QKtJHfjjlITk5Od188CAP8hVBpfL5L168QCaTaXxomhOdGSkpKWppM2UyGT179mTIkCEsXLiQ7t27S+kRIyMj1dooWVL+u7Js2TKtAbu/vz8zZ84EoHRpeT7l0NBQaf7+h+Li4lSmBRkapu3Vl960JJlMpvVYZimmjly+fFnrayqCV20bl32vXFxcMDAwIC4ujtWrV2utN2/ePHx9fbOwZ4KQNSxNDWkx9bDOQX5WDFQJ3yYR4Atafc3BfRnnXCzqVyv9C/xMvL29uXr1arp1FFNf6tSpo3YsvUAH5EG9IkDVdP6XsGzZMrX85TNmzMDMzIxRo0YBsGrVKgoWLMjLly+lNJbKFIth7969y/Dhw9WC7NTUVEaMGEGTJk0A+eZUioB9zJgxBAUFqbU5atQolfdAMeoPqOSdB3mGHsWmSYq0ngrKN0rppTHVpFcv+SYuQUFBHD16VGMdReaYPn36ZKrtz0H5ff6cNzafg5WVlZQSdsqUKZw+fVqtjq+vL/v378fFxSWLeycIX96ygXWxMTfWOcjPqoEq4dsjAnxBo689uN8/qQXmJumnUPycevTooXVecVxcHFu2bMHQ0JDJkyerHT927Bjz5s3T2raHhwexsbG0bt36oxceKs8Fz2j6w/Xr11myZAnu7u5S2eHDh9m4caOUQQbki0wVOc63bNkipYRU6Nq1q5RGcs2aNdSvX5/du3dz584dDhw4QLNmzUhKSpLWKOTPn59BgwYB8pH96tWrs2nTJm7fvs3+/ftp0qQJ58+fp1u3btJr2NjY4Ogon162ZMkSaV78zZs3ad++vXTditSTihF35RsDxTcoCxcuVNmFODY2FlCfa9+9e3cpXeTEiRPVbh78/f05f/48ffr0UctMpBjZT29ufnpz+3WhnF5SMec9PdquU7lMU3+Vv5X58D2AtN+zD9udOnUq+vr6xMfH07x5c0aOHMn58+e5ceMGK1asoH79+vz2228ZrgcRhK9RbmtTjkxppXOQn1UDVR/jyZ4J+HnJ/3bdXteV22u7SA9FFh3lMv/Ty7K5x98XEeALar6F4N7KLP0MH5/b06dPKVu2LHPnzpWmziQkJHDp0iWaNm3K06dP2bRpk9ZUlOPHj8fd3R1PT08p4Hr37h1z585l8ODB1KlThy1btnx0/x49eiQ9v3HjhsY6ERERbNiwgWbNmtG2bVtpca+npyfdunWjSpUqKoExyFNnKqYPDRo0iIMHD0rHjIyM2Lt3r5T+8fz583Tu3JmKFSvSrl07Xr9+rbaT7fz582ncuDEgn+Pep08f3NzcaN++PT4+Puzdu1cte4ti+tPOnTtxcHCgQIECuLu7M2fOHGkO/IEDB6hZs6a0H4GdnZ2UqvKXX34hf/78XLt2jQoVKgDw4MEDaYrSsWPHVKYg6evrs3fvXsqUKcPdu3dp166d9G3HgwcPaN++Pc2aNWP58uUq/Xz8+LHUpqenp0qbiYmJUoal9+/fZ7huQRt/f382bdok/fzPP/+kG+Snd50RERHSNxQPHjzg8ePHKucq39AdOXKEpKQk6efw8HBp6tqDBw9Udg6uU6cOK1euRF9fn6SkJJYuXUq9evWoWrUqw4cPp3v37vzwww8fcfWC8HVwtDPXOcjPyoGqzMpVsiGmuf5/Lw+3jioPBeUyC8fS2dXV75JhxlWE78HjN+EAyFJlLNh3m31XX/B7ZzfKF86N93Ptixo3nnzEOi8fBjQrTXM353TrHrr+gtm7vGlfvTB9GpXkzosQrXUv+QTy+79XqFkyL7+1r8CDV9o3vXnoH8rIvy9S1NGaGT9V5enbSJVr+tJ69uzJzJkzuXLlCl5eXrRo0YL3798TFxeHk5MTTZo0Yf369dKcdGWGhobcunWL5ORkTpw4wbx58+jVqxexsbEYGhpSrlw5li5dSt++fVXmm+siMjKSdevWcfXqVfbt2yeVd+vWjf79+2NgkHbDlJCQoDJVpWfPnoA8l33HjvIP6507dxIVFSUFfaGhoeTJk0caqY2Pj6dt27a0aNFCquPi4sKtW7f4888/2bNnDwEBAeTNm5dOnTrxxx9/YGdnp9JnMzMzjh49yvLly1m/fj1Pnz7F3t6eDh06MGXKFGknWGVTp04lKSmJf/75h4SEBGrVqsX8+fMpVKgQ+vr6NG3alOHDh9OqVSuVqTkeHh707duXV69e0apVK5YsWQLIbxiUv6m4e/cudnZ2bNiwQZqekydPHm7cuMGiRYvYvn07ZcuWxd7enqJFi/Lbb7/RvXt3ldf6sE1vb2/s7Oz43//+h6urKz/99JPKiHjDhg1p0KCBxiks2uTKlUttc6hDhw5hZ2dHjRo1uHz5ssqx9K7T0NCQnj17St94REVFUapUKenf1tTUVGVUf+nSpaxcuZKjR49y48YNJk6cKE0PiomJoUKFCgwcOJC//voLgMGDB1O+fHlmz57NhQsXiI+Px9XVlV9//VX63ROEb5kiyG857TAtph7m2NRWFM9nm93dyhR71+ZYOpXGz2seTlW6om+YNvgS9vQ8Fo6lcaqa9o2rgamVSJWZhfRkOW2SpiCJjIzExsaGiIgIlR1OMxIfH4+fnx9FihTB1NQ03br+/v6ULlWK2E+cFpBTmZuZ4fPokdZdSQVBEL4WmflsF3KWW7duUblyZS7O7YBbUXupPDAslpbTDhMRm6gxyPd+Hkzt8Xu5efMmlSql/w15VlFcS+luK4gP9cfPax6VfjmoEuA/3DYUC8fSFGo4TCp7f+8w/qeX5ahr+dpkJi4UI/jfOWdnZ3wePcr21INfir29vQjuBUEQhBzpWxjJF3ImEeALODs7iyBYEARBELLB1xrkR7y4RnTAAwBCHp9C3yBtvUBs0FMSIgKwdEqbdx/54nqW9/F7JgJ8QRAEQRCEbPQ1BvkBV9IW2r88uVjteEpirJRlR8h6IsAXBEEQBEHIAiGR2vfd0BTk52SlflhMXKg/L08uxm3QHvSURvAfbh+KpWMZnBuk7ZES9OAor86uyo6ufpdEmkxBEARBEIQsMGLteQLDYrUe/zCF5qugqCzsXeboGRhJ03L0DIzQNzROexgYq5Xp6Ysx5awkAnxBEARBEIQsEB2fTMtph3UO8of9dSELeyd8S0SALwiCIAiCkAVWDKpDRGyizkG+pakY9RY+jvjNEQRBEARByAIFHaw4NrUVLaYepuW0wxyZ0gpHO3ONdR3tzFk2sC5tZx3N4l7qxu/YHOLDXwPyOff6Bml58GODnhIb9FRlY6vYoKdZ3sfvmRjBFwRBEARByCLF89lybGornUbyc1vn3A3NTO2LYGAsvzmxdCyDhWNp6aGgXGZs7ZhdXf0uiRF8QRAEQRCELKQI8nUZyc+pnKp0xa5oTfy85uHcYKjKTrYxgT5ad7IVsoYYwRcEQRAEQchimRnJF4TMEgG+IAiCIAhCNhBBvvCliCk6giAIgiAI2eRrna4T8+4Jse+eABD15q7KRlexQU9JTUkk8vWdtLL3vlnex++ZCPAFQRAEQRCy0dcY5CvPp/fdP0nteHyoP0/2jMvKLglKRIAvCIIgCIKQBWITkrQe0xTk52TFWk0hNugZb69twfWnv1RG8B9uG4alU2mcGwyVyoJ9ThB4fWt2dPW7JObgC4IgCIIgZIHR6y8RFZeo9fiHc/JDIuOzsHeZY2zlgKltPgBMbPJhaptf6ZFPrczY0j6be/x9EQG+IAiCIAhCFngeGEm7Wcd0DvJHrD2fhb0TviUiwBcEQRAEQcgCS/rX5qF/qM5BfnR8chb2TviWiDn4Av7+/gQHB2d3N74Ie3t7nJ2ds7sbgiAIgkAZ51wcnNySNjOO0G7WMfZPaoGVmbHGusXz2bJiUB26LTiRxb3UzatzfxEdcA+Ap4emqmXRiQ16SmJ0kFQW+ep2VnfxuyYC/O+cv78/pUuVJDYu587z+xTmZmb4PHokgnxBEAQhR6haPI/OQX5BB6ss7p3wrRAB/ncuODiY2Lh4FvWrxbIDd4mOT2bFoDrpfqjEJiQxev0lngdGsqR/bco459JaNyk5hcke17j8+B2ze9agVmlHrXVlqTIW7LvNvqsv+L2zG62rFk637xtPPmKdlw8DmpWmT+NSascfvwnn52WnCQ4O/uIBfmpqKv/88w8bN27k3r176OvrkydPHurXr0+bNm0oVqwYkydPZvfu3RrP9/X1Zd68eXh5eREaGoqFhQVlypShZcuWuLu7s3fvXipWrEjr1q0/uo+nTp1iyZIlXL58mYSEBGxtbalWrRqtWrWidu3ajB07Fg8PDywtLQEoUaIEvr7qeYudnJwICAjAz8+PkiVLkpSknhXCwsKC6OholbImTZpw8uRJlbL27duzd+9ejf1t1KgRq1evpmTJkhle2y+//MK6detITlb/OtvAwABLS0sKFSpErVq1GDZsGK6urhm2aW5uTlxcnErZwoULGT16tNZz9uzZw08//UR8vOoNs4WFBU+ePCFfvnwZvq4gCN++zAT5OVXBeoOID/XHz2seLq2nom+Y1v+H24Zi4ViaQg2HSWXv7x1WSa0pfFliDr4AQPUSeTk1qx321qaMWn8JS1ND3Iraa3zULu3EiRltKFc4N7/9c4nklFStdauVyMvB/7XEvZIzk7ZcJTAsVmvdSi4ObBndhP5NSzNntzd3X4RoretW1J6lA+rwR7fKrPPywdPbX+14yfy2WfLexcfH07JlS8aNG0f//v15/fo1oaGhHDx4EDs7Ozp16oSrqysvX77UeP7hw4epWLEi79+/x9PTk8jISJ49e8awYcPYunUrZcuWZfLkyZ/UxylTptC0aVPKlSvH/fv3iYyM5MaNGzRs2JAJEyZQsmRJDhw4oHLO48eP2bdvH4aGaeMA69atIyAgAIAiRYoQGRmpFvDu3r1bLbgHOHHiBA8fPsTOzg5TU1OOHj2qNbi/e/cup0+fZuXKlTpd36pVq4iJieGPP/6QyhwcHPjxxx8ZMmQIVatW5f79+6xZs4YKFSrw559/ZthmbGwsd+/epWXLllLZuHHjOH36tNZzOnbsSGxsLJ6enhgYGODs7Mz9+/eJjo4Wwb0gCCoUQb4uc/IFIbNEgC9IHO3MOTKlFTbmxrSYehjfgHCtda3MjNk/qQVlnHPRZsYRrvu+11rX2MiAf0c1prlbQbovOM7Rm/5a6+rr67Gkf236NSnNL2vOsenU43T7PKFTJf7oVpnp228yZ/etDK/xSxgzZgyenp54eHjQp08frKys0NPTo0SJEsydO5ezZ89iZmam8dyXL1/SpUsXKlasyJ49eyhVqhR6enpYWFjQsWNHrl69yg8//PBJ/du1axfTp09nzJgxzJo1i7x58wKQJ08ehg4dyr179yhRooTaeXp6erRr147u3btLZRUrVlSpY2pqyvz58ylbtqxUVq1aNa19KV26NIUKFWLkyJG0aNFCa72lS5cCsGnTJo03C5oYGxszcuRI6eeWLVvi4eHB8uXLOX78OFeuXMHBwYGUlBQmTZrE+vXrM2yzXLlyHDx4kA4dOgCQkpJCly5dtN6sgfx9a9asGa6urnTo0EGnbwsEQfg+iSBf+FJEgC+oEEF+5kRERLBu3TpsbGxwd3fXWKdmzZpMnz5d47FVq1YRGxtL586dMTAwUDtuZGTExo0bcXBw+Og+zp8/H4Bu3bppPJ4nTx48PDy0nt+3b1/puaenp9pxfX19fv31V+nnS5cuaW0rNDSUe/fu0a9fP611goOD2bpVvhlKZGQkmzdv1lr3Q7a2tlqPVa1alSVLlkg/T5o0SW0Kjib6+vq0bdtWpX8dO3bM8FxbW9t0+yMIggBfb5CfGBVEfLj8G92EiADiw98oPQLUyhKjv81kHjmVCPAFNSLI192jR49ITEwkJiaGkJAQrfUGDBiAkZGRWvndu3cB+WJnbczNzenTp89H91GX16hSpQpVq1bVeKxBgwYULFgQgB07dmis07lzZ4yN5fMvd+3apfV1FGsJXFxctNZZu3YtuXLlkoLjFStWaK37IT09vXSPd+7cGWtrawDevXuHt7e3zm3b29tTrFgxAG7dusXAgQM/qS+CIAgKX2OQ/+zwNN5e2wLAA49B3N/8s/RITYol0v+mSpnYxTZriQBf0EgE+bqxspIvRk5OTqZv374kJCRorGdjY0OFChW0nr969WpOnTql9XXq1av3yX0cPXo0r169yvRr6Onp8dNPPwFw79497t27p1bH1taWRo0aAXDw4EGioqI0trVt2zaVKT8fSk5OZvXq1QwePJhevXoB4OPjo7Y492MZGxtTvHhx6ef0bno+ZGFhwYEDB6T3c8uWLSrfCAiCIGQkKTlF67GvLch3bjgC+zLyqZbF282iRMd50gPANJezSpm9q+ZvuYUvQwT4glZfe5C/8eSjDK/xU5UqVYpChQoB8sC2Ro0a3LlzR2PdNWvWqJUp5qEnJCTQvHlzZsyYoTErTevWrT86g47iNZ4/f06lSpW0ZvJZsGCBlEHnQz179pSeb9myRe24TCbj4cOHgHzR8Z49e9TqBAYGcvbsWa1ThUC+QPfdu3cMGDCAwYMHS+WZGcXPiPLIeman0JQpU4atW7eiry//6Bw7dixnzpzR6dxFixZhYGCAnp4eenp6FC5cWOW4ubm5dExPT0+tXT8/P4YPH46FhQUgz9y0fPlyihYtiqWlJe7u7jx79kyqf+LECRo0aCBlEFq+fHmmrlUQhM9vssc1EpN0D/JjE9T/HuQUFnlLYFWgPABW+ctjXaCC9DB3cMEqfwXVsjzFM2hR+JxEgC+k62sO8td5+WR4fZ9KX1+f5cuXS0Hj7du3qVKlCsOHD9dp87BevXpRo0YNQD56/ccff1C+fHkOHTr02fo4c+ZMcuWSpzINDg6mc+fOtGjRgvv37+vcRpkyZahUqRIgH4WXyWQqxy9cuEBYWJj0Oprm9O/YsYPatWuTP39+ra+zbNkyOnXqhKOjI6VLl5a+VTh48GC6C1t1FRcXJ92IGBkZUb169Uy30bp1a2bNmgXI/826dOmS7jcjCqNHjyY8PJymTZtqPB4TE6NxvcHbt2/p2rUrxYsXZ8WKFcTGxpKQkECrVq2YPHkykZGRxMTEcOzYMVq0aEFiYiJr1qzB3d2d58+fk5iYiL+/PyNGjJDWNgiCkD0uP35Hz8UndQ7yR6/XvqZJENIjAnwBgJBI7Rtdfa1B/oBmpdOt87m0adMGDw8PKVNOcnIyK1asoFixYsyePVstJ7oyQ0NDjh49SoMGDaSyR48e0aZNGxo2bMjNmzc/uX/Ozs6cPn1aZS8AT09PKlasSP/+/Xn79q1O7ShG8V+9esW5c+dUjm3dupVOnTpJGX9OnTpFYGCgSp1t27bx448/am3/xo0bXLp0iaFDh0plilH8lJQUVq9erVM/07Nw4UJiY2MB6N+/P3Z2dh/VzoQJE6RrCQoKokOHDun+OytYWVlpzYqkp6dHly5d1Mpz5crF6tWrGTt2rFQ2cuRIevToQUhICMHBwSxbJs8t/fTpU3755RfOnDnD8+fP8ff3JygoSMpspKgnCEL2mN2zBp7er3QO8p8HRmZh74RviQjwBQBGrD1PYFis1uNfY5CvafOrL6V79+7cvn1bmocO8gwwEydOpEyZMhw/flzruba2tpw8eZIlS5ZIC0ABzpw5Q9WqVRk0aJDWOe26Kl++PHfv3mXIkCHS9JKUlBTWr19PiRIlWLp0qdqovKZrVGT6UR6hT05OZteuXfTo0YMePXpIbW/fvl2q8/z5c7y9vencubPW9pctW0b58uWpU6eOVNapUycpg9D69et1CqIVgoODefv2LTKZjLCwMKZPn86UKVMA+cLhBQsW6NyWJuvXr5cWJt+8eVNlSlF6NC22VjAxMdFYlitXLpX3ZeLEifz000/Sv8ewYcOkPPvJycls375dWhhtY2Mj3TT5+Hz5b7UEQdCuVmlHto1pqnOQv6R/7SzsXea8vbED/zPy6ZP+Z1by8vQK6REb9JSgewdVygJv/pfNPf6+iABfACA6PpmW0w5/c0F+VipRogQnT55k165dUrYVkM+dbt68OYsXL9Z6riLV5OPHj+nfv78UhMtkMtauXUv16tWlDaY+lo2NDatWreLGjRsq3xhER0czcuRIunTponH+v0LevHlp1qwZIM+Uo1hQ7OnpibGxMQ0bNqR27doUKVIEUL0J2L59O82aNZOm8Hzo3bt37Nixg19++UWl3NjYmJ9//hmQB+zbtm3T+Xp9fX3p1asXRYoUwdnZmZUrV1KvXj3++usvjh8/jrm5uc5taWJqasq+fftwcnIC5Dn7v+QIufJeCorgXUFPT09aC/Lh3H5A6qOuewoIgvDluFd21jnIT2+n+OwWH+xHSqI8ZogOfEhMoI/0UFAuS4wM1NaU8AWIAF8AYMWgOkTEJoog/zPo1KkTDx8+ZP78+dKIvEwmY/To0Rlmg3F0dGTdunV4e3urfBvg4+Ojln0mLCyM4OBgjY/U1FStr+Hm5sbp06fZt2+fyo3Irl27mDFjRrr9U0zTCQsL48iRI4B8ek737t3R19dXybhz48YNnjx5AmScPWfNmjWYmZlJ3wAoGzRokLTGQdedbUG+/8Dx48d58eIFUVFRvHv3jtOnTzNw4ECV3Xk/Rb58+di3bx+mpqYA/Pbbb2rTlz4XxU2fNoo0pZoovjVI7/dCEISsk5kgP6cq0mICRZqNA6BMt5WU6Z72MHdwwaFcG5Uy54YjsrnH2vn7+3Pr1q1MPzKTiS2riQBfAKCggxXHprYSQf5nYmxszJgxY/Dx8aF27bSvWGfPnq3T+eXLl+fkyZOsW7dOCs7OnTvHhQsXpDpubm44ODhofOjyodOuXTvu37/PkCFDpLIlS5ZIc9Q1ad++vZQm0sPDg5iYGPbv368SmCs/9/Dw4N69ezx//px27dppbFOxKDQ+Pp78+fNLG0QpHm5ubtJUlJs3b3L58uUMry0rVatWjXXr1gHy6TE//PADr1+/zuZeCYKQ030LQf63wN/fn1KlS1G5cuVMP0qULJFjg3wR4AuS4vlsRZCfScHBwYwZM0br8Xz58uHp6UnRokUBuHbtmsrxkSNHEhERofX8/v37s3TpUunnD8/XRXqbZJmamrJq1SppcWdUVBSPHmlPL2pmZkanTp0AOHToEJs3b6Zw4cJUrFhRqlOyZEmqVKkCyEf3t23bRtu2baX0jh/677//CAkJwdfXl/DwcI2P/fv3S/VzYrrHHj16MG6cfCTr/fv3dOzYUeueCIIgCAoiyM9+wcHBxMXGMWB+ZyZ49MPS1hx9Az0GLvyBKXuGMGXPENoMbQhAsYoFpLIB8zuREJ+gU8a87CACfEGFCPIzL70NqkC+QVL//v0B9WkWycnJnD17Nt3z+/fvLwXHyue/ePECmUym8aE8D/v27duEhoam+xojR46Unmc0FUQxTSchIYFx48ZpnFajKHv69CnLly9Pd3rOsmXL6NGjh9q8cmUtW7akbNmyQFqu/Jxm9uzZtGrVCoDr169z5coVjfUU04Mymi6T0aJnQRC+DV9rkC9LSSI1JSnteXJi2iMlUa1MlpqczT1OX75iDpSoUph5p0az5OIEarQuTyHXfBRyzUeHEY1YeG4s47f0l8ryFcuT3V1OlwjwBTUiyM8cb29vrl69mm4dxRxy5UwoChmlf9TX15eCPU3nZyQ5OVmaQpJR/2xtbXF1dU23boMGDShQoAAgz92uKfWlcsYdIyMjabOtD124cIEbN24wfvz4DK/jt99+A+RTelatWqWxzpcKinVpV19fn61bt1K6dPrpWRVTnIKDg0lJUf1DrpzrPzExZ+9iKQjC5/M1BvmPdo7i5Ul58gjvvzpya1Ub6REf6k/ww2MqZa/Oav7czmlMLUywtFNPwmCX1xpDI4Ns6NHH+SIB/rNnz9i6dSsLFy5kzpw56da9ffs2S5cuZeHChZw4ceKjFoFdvHiRBQsWsHTp0o+an5uamoqXlxdz585l1apV3L17N9NtJCYmsn//fubMmcPatWtVdpT8GokgP3N69OjBmzdvNB6Li4tjy5YtGBoaMnnyZLXjx44dY968eVrb9vDwIDY2ltatW0tTXzJr2rRp6e64unbtWgD+97//pZvGEeSBrGIhbd26dVXy6yvkyZNH2tCpU6dOWheA/u9//6Nu3bqULFkyw2vo2rWrlEZy2bJlhISEqNVRnu6U3tSnzIqIiNCpPWtraw4cOJBufv1SpeTpW+Pi4liyZAkg/wzatWsXw4cPl+opNuRS3FzExcVJxzRN/0lOlo+OaboxUL6RUG5HEISsJUvVPljwtQX5+Wr0wtq5MgCFGo+iSLNx0gPAwNhcpcy2SM3s7O5357MF+JGRkcycOZOiRYvSsGFDbty4QZEiRWjfvr3G+u/evaNVq1ZUrlyZo0ePcvv2bbp27Yqrq6vOm/v4+vpSs2ZNmjRpwvnz57l8+TJNmjShZs2aPH36VKc2rl27hqurKz/88AM3b97Ey8uLKlWq0Lp1a52nARw9epSiRYsycOBA7t27x+7duylRogR9+/b9qtPSfe1B/qHrL3S5zM/i6dOnlC1blrlz50pTZxISErh06RJNmzbl6dOnbNq0SevOqePHj8fd3R1PT09pkeu7d++YO3cugwcPpk6dOmzZsuWj+xcXF0eTJk0YOnQo3t7eJCUlkZqaiq+vLz///DMbNmxgxIgR0ih5RhTTdDRNz1FQHNM0wh8bG8ukSZM4e/YsEREROv2/9uLFC2n6UHh4OF27duXFixfS8fj4eJXc9ufOnePWrVs6XU96/P392bRpE+Hh4WzevFlt1P1DLi4u/Pfff9I3GB8qWbKk9E3MmDFjcHBwwN7envnz57Np0yap3pgxY2jfvj0vX74kJSWFnTt3Ssd2796t0uadO3e4c+cOgPSeKiQlJXHgwAHpZ+X9CQRByFoL9t0mNRNBflJyzg3ybQpXI3epxgDkLtmI3KUaSw9zBxdylWysUmZduGo29zh96yfs4eWDtHTU0WGxLOq3iY2T95Oakjb4fOXQXWZ0XsOzOzk7mcJnyRV34MABBg4cSExMDH/++SdDhgxJNw2dv78/devW5e3btxw5coTmzZsD8q+sa9euTb169fD09Ex3OoJyGsGLFy9SqVIlQP7tQc2aNalVqxbnzp2TRss0OXbsGO3bt8fJyQlvb2+VhZD169enbt26nDt3DkdHR61trF+/noEDB+Lm5sbRo0elTXn2799Phw4dePz4McePH9e6wDCnePwmXOuxxf1qMeyvCzSatJ9lA+uS29pUa915fWoyYu15Gv/vICsG1aGgg5XWujN+qsro9ZdoOe0wS/rXTjff72/tKxAek0DX+V7M7lmDWqW1/5v0aVSS4Mg4Zu/y1lrnc+rZsyczZ87kypUreHl50aJFC96/f09cXBxOTk40adKE9evXaxylNjQ05NatWyQnJ3PixAnmzZtHr169iI2NxdDQkHLlyrF06VL69u370akdy5Qpw6FDh/D19eX48eMMGDCAFy9eEBcXh5WVlZROskmTJjq36erqSo0aNbTuygrQoUMHSpQoQf369VXKExISsLW1lXLu37lzB0dHR9zd3aXUmx9q3rw5Xl5eKmUnT56kSJEizJgxg4CAANauXasSfIeGhlK5cmXMzc0z/DzRxsHBQWUBVe/evRkwYABz585VWbfwoSZNmrB48WKN3zIA7Nmzh8GDB+Pl5YWRkRF9+vRh2rRpmJubY2pqSrdu3RgxYgRubm74+/tjbm6uMjL/008/0a9fP+Li4mjRogWenp7SsUuXLmFnZ8fkyZNp2rQpDRs2lEb3AX7++WfmzJnD48c5K/OUIHwP9l19wci/L7Kkf2309fU01lEE+d0XHCc8RizWzyqvn7zj8oE7FHKVbxr48PIz7l+QDxa3HdqAXI42ABzfeAm/e28wtVTfmDAn0ZN9wqRVmUzGlClTmDFjBkWKFOHAgQPSQjhtkpKSqFq1Knfu3GHSpEnMnDlT5fiJEydo2rQpuXPnxsfHRwqYlYWFhVG2bFkCAgJYt26dtIBR4e+//2bAgAGUKFGCO3fuSDmqlT1//pwKFSoQHR2tMbj53//+x6xZs6hfvz6nT5+W5igru3TpEvXq1UMmk/Hw4UO1AK5Hjx54eHjQs2dPNm/enO77oklkZCQ2NjZERESo7HCakfj4ePz8/ChSpIjGa1fm7+9PyZIliI//Nj9ETE2MefzEV+M0EkEQhK9JZj7bhZzl1q1bVK5cmd87uzFntzf9mpRON8gHOHrTn67zvUhOkXHz5k1pIDO7Ka6ldLcVxIf64+c1j0q/HETfMG0q5sNtQ7FwLE2hhsOksvf3DuN/elmOuhZIux7XOi70nNKGPP8/2JgQm8j2OUfJ5WhD6yH1pTjwwaVnnN1xnUqNS7N27K4svZ7MxIWfNII/YcIE5s2bh5OTkzSalpHFixdz584d9PX1VeabKjRp0oTixYvj6+vLyJEjVXbDVJg0aRIBAQHY2dnRu3dvteM9evRg9OjRPHnyhBkzZjBr1iy1OsOGDSM6OhpXV1eNI5eDBw/mzz//5OzZs9INg7LU1FQGDhxISkoKrVq10jg6O2TIEDw8PPj333/p2bOnNCc5J3F2dubx4yc5Ns3Tp7K3txfBvSAIgpAjtK5aGGcHK35ZI98QL6OR/Nk9azB2Y87a+0Mh+IEnUW/kUwPf3tiBvkHa+q3YoKfEBj3F2NJeKgv305xZLKfoPLqpFNwDmJgb03u6+v4trrWK4VqrmMp0npzoowP8ZcuWMW/ePAwMDNi9e7dOwX18fDzz588HoHLlyuTNm1djvRYtWuDr68v27dv5888/pS3YAQICAli/fj0gvxnQtCDQ1NSUBg0acPDgQVasWMHEiRNVpsjcuHGDo0ePAvL0e5oUKFCAsmXLcu/ePebNm0f//v1VRvH37NnDgwcP0m2jRo0a2NraEh4ezpw5c3JkgA/yIF8EwYIgCILw5fVuJB8Q1CXIT286anYLfXyalET5OsN33ntUAnyFd957pOfJ8Z8v8YGQsY9aZHv16lVGjRoFyPNn16yp28roQ4cOSSPF6WUDUSxETE1N5Z9//lE5tnXrVmkuqi5tREZG8t9//6kc27hxo/RclzaePn2qloFElzYMDAykY6dPn/7qM+sIgiAIgvDpejcqyarB9Vh/woeRf19Md+FtTlWi4xwpY07FATuoOPA/6WHu4IJDuTYqZc4NR2Rzj3UTGhjBm6eqyT9kMhnP7rwiNio+m3qVeZkO8GUyGcOHDyc1NRULCwsmTJig87nKC+gUC1o1UV4Ye+LEiRzXRmJiIidPnsxUGzKZLMMNkQRBEARB+D58C0H+tyY2Mo5J7sv4o/UKnt5Ky9p3fNNlZnVZy8Kf0zKdfUxa96yU6QB/y5YtXL9+HZDPdbe3t8/gjDTKmwGlt2ulk5OT9Nzb21vKACGTybh27Vqm21D0FyAoKAg/P79PauPOnTvEx8vv4szMzNJ9D7S1IQiCIAjC900E+cKXkuk5+MuXL5eed+jQgf/++48DBw7g7e1NUFAQNjY2NGjQgPHjx+Pi4iLVlclkPH/+XPo5X758Wl/D1tZWeh4XF0dAQADOzs4EBgYSExOT6TaePXuGTCZDT09PJT++oaEhefJo32pYuQ3l85SfKwfwmWlDEARBEAQhM3PyhS/L3NqMWUdHEBedQH6XtPiwae+auFRyxrFI2oCuYl+WnCpTAf6rV69URqFHjBhBp06dGD58OJaWlly4cIE//viDv//+my1btrBlyxY6deoEyDemUYx6A1haWmp9HcVulQrh4eFSgK9M1zZSU1OJiorC2tpapQ1zc3ON6S81tREeHi49V24jvT6k14YgCIIgCAJ8nUH+kz0TpEW2t9d1VVlkmxwfQWzQU8J8z6mUfQ0U+e6V6enpUbR8gWzozcfLVIB/7lzaP5SbmxvHjh1TGQF3dXWlcePGVK5cmcjISH788UfOnTtH9erVpd05FczNzXV+3cjISIBPbsPa2lqljY/pw4f9+Ng2NElISFDZgj6j+oIgCIIgfBs0Bfk5Wa6SDYl6c4f4UH/yunVUCfDfXN4AQF63jlJZuN8VYgJ9sryf36tMfb/g45P2D1OzZk2N01tcXFz4448/APli1NGjRwOobduuKb2lgvKOjQDGxsZfpI30zv+wDcX5n6sNTWbPno2NjY30SG99gCAIgiAIX5eNJx+le/zDOfmyHDwn3961OU5VugHgVKUrTlW7SQ9FFh3lstylc2aqcIVdC7147x8q/ZwQm8imP/ZzcNUZlPeEfXDpGatGbOfts6Ds6KbOMhXgK2+GlN789/79+0vB7KVLl/D398fKykqljvJ0nQ99eEyxW9entKE4V7mN9M7/8LjyjmGfow1Nfv/9dyIiIqTHq1ev0q0vCIIgCMLXY52XD3N230q3jnKQv2Df7azpmMCDi8845ZGWDObOmcec3XGDvUtPEvYubUbFnkXHueH5gPN70v93zG6ZCvCV56unF6za2NhQo0YN6ec7d+5gYWGBnZ2dVKa8WPZDoaGhKj8rNmEqUEB1/pOubTg4OGBmZgaoZs1J7/wP21DeCOpztKGJiYkJ1tbWKg9BEARBEL4NA5qVZvr2mzoH+fuuvsiajgkUKJmXmm0rSD+XqVmMsnVcqNelCrZ50gZ2m/apRZHyBajczDU7uqmzTM3BV56S8+EUmA+VKVNGmrMfFRUFQNmyZTl//jwAb968oWrVqhrPDQpK+9qjSJEi0jx3xbQVxcj2mzdvcHBwyLCNsmXLSs9LlSqFoaEhycnJxMbGEh4erpLpRpc2lJ+/efNG47kZtSEIgiAIwvelT+NSOOUyZ/r2mwBM6FRJa93ejUriHxTF7F3eWdW9TIl4cY3ogAcAhDw+pTIHPzboKQkRAVg6lZbKIl/k7FTh/WZ3pJBr2uwUSztzRq/vrVavRuvy1GhdnpcPArKye5mWqQBfOe1lRoFtrly5pOe5c+cGoEGDBlKAr5wy80PKx+rWratyrEGDBvz7779SvYoVK2aqDWNjY2rWrKnSj0qVNP8Ppq2NokWL4uzsjL+/PxEREYSGhqpcr67XIgiCIAjC90UR1OsS5LeuWjjHBvgBVzZLz1+eXKx2PCUxFj+veVnZJUFJpqbotGjRQsr7eenSpXTrKkb49fT0qFy5MgAdO6atpr5586bWcx88eCA979y5s8qx7GjDyMiIdu3aqRzr0KGDTm08fPgQkH/7Ua9ePa31BEEQBEH4PkzoVIk/ulXWabpOTlXqh8UUajwKALdBe6j0y0HpYZrLGfsyLVTKCtb/JZt7rJv4mASiQtWnX4e9iyQ5KSUbevRxMhXgOzg44O7uDsiD2g/z0itT7BbbrFkzaafXihUrSkHumTOqq5KVKW4eihYtKr2eQps2bShatCgAp06d0vr6ijbq1atHuXLlVI716dNHmt+urY34+Hhu3ZL/T9e9e3e1Efphw4ZJ2XS0tfHy5Uvpm47BgwerZQESBEEQBOH79LUH+XoGRtK0HD0DI/QNjdMeBsZqZXr6md5bNcvFxyTwe/OljK47D3+ft1L5+d23+K3efJYN3iKVaYthc4pMb8M1Z84c9PX1SU5OVtnVVllMTAwnTpxAX1+fqVOnqhz7888/0dfXJyAgQJomoywwMJALFy4AMGvWLAwNVX8hDAwMmDVrFgBXr17lxYsXam3cuHGDFy9eoKenx+zZs9WO29ra8vvvvwNw+PBhoqOj1eocOnSI+Ph4zMzMmDJlitpxFxcX+vfvD8DOnTtJTU1Vq7Nz504A8ubNy6hRo9SOC4IgCILw/frag/xvTVJCMtFhMaSmyIgKS9vzKCxQvklXyNu0zbq+uQC/bNmyLFiwAIBFixap7GyrMHbsWCIiIvjjjz9UsukA1K5dm3HjxgEwffp0tTdo0qRJJCcn8+OPP9KtWzeNfejWrRvdunVDJpMxffp0lWOpqalMnDgRkKedrFWrlsY2xo4dS+3atYmKimLRokUqx+Li4pg2bRoAS5culb4x+NCCBQtwcXHh2bNnbNmyReVYUFAQCxcuxMDAgA0bNmhdyCsIgiAIwvdLBPk5h1UuCybvGszof3rjWquYVN5yYD2GLu/Gb/+kLbpVTFnPqT7q+5JRo0YREhLCrFmzaNWqFXPmzKFhw4aEh4ezcOFCtm3bxqRJkzSOfAPMnDmTsLAw/vrrL3r27MnEiRNJSkpi3rx5bN26lT59+vDXX3+l24d//vmHmJgYNmzYgJ2dHUOGDCE4OJgpU6Zw4sQJfv/9d2bOnKn1fAMDA/bv30+rVq2YNm0aJiYmdOnSBT8/P8aPH8+TJ09Yvnw5AwYM0NqGpaUlXl5eNG/enCFDhpCYmEjTpk25ffs2Y8eOJTo6mh07dqhNMxIEQRAEQVDIzMLbnMLv2Bziw18D8HD7UPQN0jbzjA16SmzQU5Wda2ODnmZ5Hz+Gc2kntTJDI4McnxbzQx89IWrmzJk0bNiQxYsXM3bsWGJiYnB0dKRBgwZcvnyZatWqaT3XwMCANWvW0KJFC5YsWUKdOnVISUmhdu3aeHl50bRpxrudmZmZsXfvXv79919Wr17NunXrMDIyolGjRly9elVrCk5luXPn5syZM6xZs4YNGzYwffp0rKyscHd3Z8uWLZQsWTLDNooUKcL169dZvHgxixYtYvjw4Tg4ONC+fXvGjx9P/vz5M2wju/n7+6tsYvYtsbe3z3D/AUEQBEHIbl9bkG9qX4Sk2FBSEmOxdCyD3gdpMgEsHNPSZCYnRJMYqX3tpvB5fdKKh8aNG9O4ceOPPr99+/a0b9/+o883MDCgT58+9OnT56PbMDU1ZeTIkYwcOfKj27CxsWHq1Klq6w2+Bv7+/hQvUYLEhITs7soXYWxsgq/vExHkCzlOXFwcjRo14tWrV3h5eVGmTJns7tIX8b1cpyDo4tD1F7gVtdd6/MMgv7lbzv3b5VSlK3ZFa+LnNQ/nBkPRN0wbwY8J9MHCsTSFGg6Tyt7fO4z/6WXZ0VWdeG28RJfxLbCxtwQgOSmFI2vPYedoQ12lm62XDwK4tP82paoXya6u6iTnL2kWvqjg4GASExIo0mw8prkKaqwT/uwyb697AFDUfRImNupfXynEvHuM/2n54mvnhsOxyKv9W5CEiLc8PypfMO1U9Sdsi9XUWjcpLoKn+ycBkLt0U/JUaKe1bmpSPI93jwEgMTGB4ODgLA3wz58/z9atWzl79izBwcHEx8djb29PrVq16NatG61bt85UeyEhIWzcuJGjR49y//59IiIisLGxwcbGhurVq9OuXTvc3d35999/KVWqFPXr19fYzqlTp1iyZAmXL18mISEBW1tbqlWrRqtWrahduzZjx47Fw8MDS0tLnfvm7e3Nli1bOHHiBHfv3tX5vEKFCmlcIP89efjwIVeuXAHg6NGjOTLwLVy4MC9fvgTkO22bmpoCEBsbS1JSEiAf4AD5+ifFpoYAe/fupX379l/FdQpCVpm9yxtnByt6N9L+t1E5yH8bGqu1nvB5XT5wBxt7S7qMbwHA7VOP2LdMniWxbB0X7PLKsy9umX6IZ7dfEfAsSGtbOUHOXiEgZBlTuwJY5Cmu9jC2yE3Y07RsR6GPT2OWu7DGuqa2+Ql5dFKqG/LoJKa2+TXWNctdmNDHp6W6YU/PY2yRW2Ndc4diRDxP23ch0v8WBkZmGuta5ClO1Jt7WfOmfSAgIIDmzZvTuHFjrK2t2b9/P+/evSM8PJzDhw/j6OhIx44dqVOnDs+ePcuwPZlMxvLlyylcuDDz5s2jefPmXLp0iejoaAIDA7l8+TJt2rRh7ty55M6dm2HDhvH+/XuNbU2ZMoWmTZtSrlw57t+/T2RkJDdu3KBhw4ZMmDCBkiVLcuDAgUxfs5ubGwsXLuTGjRtSOlxnZ2fi4uLUHmFhYdy6dYsGDRpk+nW+RW5ubvz88880btyYH3/8Mbu7o1WLFi3w8/MjPj6e8PBwwsPDVfqrKIuMjCQyMpJFixapZD/7Wq5TELJC++qF+WXNOTadepxuPcXC23VePunWEz4fq1wWlKtfQvq5aPkCOBVzoGwdF6xyWUjl1VqWw8bBilLVcvYIvgjwBQDe3tyBTKaa6jMpJpTHe8aTkhhD2Z7rcWkznYgX13l+9E9SU5JU6qYkxvJk/yTiQ15QqstSSnVZSnzIC57sn0RKouoIRGpKEs+P/knEi+u4tJlO2Z7rSUmM4fGe8STFhKrUlclS8T+zgqB7RyjceDQV+m3DwNiCx3vGER/2Wu06Aq5tJeDKJvLV6E3JTgs+07uTsTt37lCxYkVOnz7NgQMHmDt3LsWLF0dPTw99fX1Kly7NggULOHjwINevX6dGjRpcvXpVa3vJycn07NmTESNGUL58ee7fv8/YsWMpWrSotJ9Crly5+OGHH7h8+TL9+vUjOTlZY4C/a9cupk+fzpgxY5g1axZ58+YF5JuvDR06lHv37lGiRAm18zLDyMiIYsXkGQf09PQwNTVVe9ja2uLm5sbOnTsxMzP7pNf7mvTo0UNjub6+PuvXr+fEiRM4OWn/Viw75c6dm507d1K4cGGd6ltZWTFq1CiVKY9fw3UKQlYZ074i/ZqU1jnIH9CsdLp1slPMuydEvZZ/cxv15i6Rr+9Ij9igp0S9uaNa9t43m3ucvtF/96J0jbSsibmcbJh1ZASj1/fG0ChtH6OmvWuy+MI4ytZxyY5u6kwE+AIA4U8v4H9mhRTkKwf3JTvOw9SuALZFqlOs1WS1IF85uC/efjaWjqWwdCxF8faz1YJ85eC+WKvJ2BapjqldAUp2nKcW5KsG96Owd22OkUUuSnacqzHIVw7u81X7EX0j0yx57169ekXLli0JCgri999/p0WLFlrrNm/enHHjxhEcHEzbtm15/Vr9JgXg119/xcPDg0KFCnHgwAEcHBy0tmlgYMCyZcto3Lgx7969Uzs+f/58AK1pZ/PkyYOHh0d6l6gTxfSNjNjb21OnTp1Pfr2vwfnz57l48WJ2d+OjtWjRIlNTthR++OGHL9AbQfj66enrsaR/bZ2D/D6NS2VRzzLP//Qygh8eA8B3/ySe7BknPQDiQ/1VyoIfHM3O7n53RIAvAPI58EH3juB/ZgWJMSFqwb3Ch0F+clykWnCv8GGQnxwXqRbcK3wY5CfGhKgF9wqagvwPg/usNGzYMAICArC2tmb8+PEZ1h8/fjzm5ua8f/9eYxrWo0ePsmrVKkC+10Lu3LkzbFNfX585c+ZoHMFXzI339/fXen6VKlV0yjz1uejyPn3toqKiGDBgQI7fDCU9v/3220edV6lSpU9KwCAI3zL9TAb5OVWxVlNwqib/htL1p78o2+sf6aFvZI61c2WVMseqX8cUPZlMpnHz0tQU9bKcTAT4AgC2xWpSuPEogu4d5u76H0lJjFYL7qW6/x/khz+/xO11PxAX9EwtuFdQBPlxQc+4ve4Hwp9fUgvuFdKC/Gjurv+RoHuH1YJ7BeUg//6//bItuL9y5Yo0d71jx46Ym5tneI6lpSVt27YF4NixY1y+fFk6JpPJpKDK2dmZTp066dyXKlWqMGTIELVyKysrAEaPHs2rV6+0nl+vXj2dX+tTubjk7K82P1VISAgtW7bk8eOv8w+3Qq5cuT7qPENDQ+n3ThAEdd9CkG9s5YCpbT4ATGzyYWqbX+mRT63M2FJ79qCcIikhicmtlzOi+mwC/dLSh988/pCB5aaxbtwuqSynD96IAF+Q2BROG8E1tXPG5P//x9XEKn856bmBiSXmDsW01jV3KIaBSdrX/MrnfsjENh+mdmkZb5T79CEji1xYF6wo/ZyreNYFqAr//fef9LxmTe1ZgD6kvMOzchteXl74+MgXVbVt2xY9Pb1M9adChQpqZYopQ8+fP6dSpUrs3r1b47kLFiz4qOkYmeHp6cmZM2dUyrp3746enp7Kw8DAgHv35IulTU1NpXJ9fX18fdXncb569YpffvmF4sWLY2pqiqOjI71798bPz09jP1JTU9mwYQN16tTBwcEBOzs7atWqxc6dO6U6ixYtwsDAQHrtD+ehm5ubq/RZcV13796lbt263LwpT3Pn7++Pra0ttra2Knt8+Pr6Mm7cOPLkyaP2niiEh4cza9YsypcvT+7cucmdOzdNmjRhx44dGuuHhITw559/ki9fPqnN7du34+bmhoWFBTVq1NC4+/iXlN51pqSksH37dipXriylGfb19aVdu3ZYWFhQqFAhlixZItWPiopi3LhxFCxYEAsLC1q0aCFl+dHk6NGjtGjRAicnJ0xNTSlbtizz5s2TMgAJQnb6FoL8b01sVAIBT4OIjYxXCfBf3HtDakoqvjfSPm9EgC98FZLjInm8ZzxGFrlxrNyVqNd3VObkK1PMuTcwNsep2k/S1JsPF95C2pz75LhInKr9hIGxucaFt5A25z7q9R0cK3fFyCK3xoW3CgHXtvL+7gHylG+LqZ2z1oW3X9KpU6ek55lJ/1e2bFnp+enTadmElDPZVKr0eTY5mTlzpjQSGxwcTOfOnWnRogX379//LO1nhqbX3LZtG+fPn8fR0VEq27t3L+XKyW8EL12SZ1Bq27YtQUFBFC9eXOX8s2fP0rBhQ5o0acKDBw8IDAykW7dubN68mcqVK3Pnzh2V+tHR0bi7uzNv3jwWLlzIu3fv8Pb25u3bt3Tp0oWhQ4cC8m88wsPDtW68FxMTw+bNm9XKy5cvz8OHD6VpVs7OzlKmmePHj5Oamkr//v2pW7cu8+fPJyhIc6o1Hx8fKleuzNWrVzl8+DAhISEcP36coKAgunXrRrdu3UhOTgbkgfL48eMpXbo0kyZN4u3bt4B8LUefPn0IDg4mNjaWq1ev4u7uTkREhMbX/Jwyus5Nmzbh4uJC9+7duXXrFiC/AaxYsSLe3t4kJCTg7+/PqFGj2LBhA8HBwdSpU4e1a9eSmJhIbGwsnp6euLu7S++DspEjR7Jw4UKWLl3K27dvuXr1KgYGBowfP57WrVtrPEcQspoI8nMWG3tLRv/di75/dqB8g7TkEy0H1qP7xJaMWP2TVKavn7ND6JzdOyHLvDy1TJpzX6D2z/8/XeeIWpD/4YLa/DV6aVx4C+oLavPX6KVx4S2oL6gtUPtnjQtvFZTn3Ds3GKp14e2X9ubNG+m5ra2tzucpT31QXmjr7e0tPVdku9HG09MTMzMzjRlratWqJdVzdnbm9OnTKnsBKAKp/v37S8Hgl5SamsrVq1dZvHixxuN16tThwIEDGBvLN0o5ePCgdGz37t3S6PqH6xECAgLo2LEjy5cvp2PHjhgbG2Nra8uSJUuoV68eYWFh9O7dW2WkpU+fPpw/fx5PT0+qV6+Ovr4+hQsXlhYhr1q1SppaY2VlpXXBqJ6eHl26dMn0e6Gvr8/ff/+tcmP3obi4ONq3b09ycjL//fcfBQvK96ioVKkSXl5e2NnZsWPHDsaOHQvIF1pPnToVLy8vqY3Zs2eTK1cugoKCePXqFRcvXkRfX5+QkBC2b9+e6X5nVkbX2bJlSy5evIi1tTy39OXLl/nvv/94+PAh/v7+vH79WrppXrx4MX379mXChAmEhITw7t07tm3bBshvhE6cOKHS9po1azh48CD79++XdiSvUKECe/fuRU9PDy8vL5Yty7kb7gjfl681yH917i/8vOYB8PTQVHwPTpEesUFPCbp3UKXs1fm12dxj3ZStW5y6nSqpBPBmliY07V2TAiUd0zkzZxEBvgBAalKcypx7e9fmakG+pmw5oL7wNjUlSWO2HFBfeJuSGKsxWw6oL7xVBPmaFtSml13nS1IeCc1M6kfl+cmRkZHSc+VRTkWwq03z5s0JCwtj6tSpJCQkkJCQQFJSEnv37uXChQsqdcuXL8/du3cZMmSI9KGVkpLC+vXrKVGiBEuXLv1sXzcqT0lRPIyNjalRo4bKDdGHqlatyuzZswH4+++/OXHiBFevXmXjxo3s3LlT4/uxcOFCTExMcHd3VzummDJ1584daaHxmTNn2L17Nx06dFDb/Kxjx45YWlpiY2OjMlXJyMgIbUxMTNJ5J9JXpIj2HMoLFy7kyZMn/Pjjj2rZifLmzcuYMfKN3JYtWyZNWTIzM5OCWYBOnToxZcoU6XetVq1aVKtWDZBvspVVtF2ng4MD+fLlk1K0FihQgPXr11OoUCEAHB0d+fXXXwG4d+8ey5cvp3v37lKa2G7dukltK6a1ASQmJjJt2jS6dOmChYWF8ktStGhR8uTJA8C///77Ga9SED7N1xrkCzmXCPAFAAo1+lVtQa1ykO/nNZ8n+yZqzJYDqkH+s8PTeXZ4usZsOfBBkL9vIn5e8zVmywH1IN//zEqtC2o/DPLf39n/Gd8hzRS7eIJ86oeuEhMTpefKo/nKNwnh4eEZtmNqasr48eOlgLR06dK4u7tr/OrQxsaGVatWcePGDZXNpqKjoxk5ciRdunT5LHOTlaekKB7x8fGcOHEi3XSfAKNGjZKmxAwaNIgePXqwceNG8uXTvB5k7969vH//Xu2GwtbWlhUrVmBiYoKJiQlPnz4FkNKBasoYVLVqVWl0OH/+/J/yFuhE282BTCbjn3/+AaBixYoa6yg2jEpNTWXr1q0a29S0t4HipiYzv6ufKqObIMXvvOJbCmXK6x405eJX5NVXvp4rV64QGBjI0qVLNf5eREREYGJiku7cfUH4Ui75BGo99rUF+QXrDaJIM3lKTJfWUyneZpr0MHdwwaFcG5WygnUHZnOP03fl0F3iohOkn1NTUzm/+xb3z6uu+wp6FYbnhotER+TsXYZFgC8AYGydR2O5vWtzCtYbTOjjU8QE+mjNlgPyIL+o+0QiXlwj4sU1irpP1JgtB9KC/JhAH0Ifn6JgvcEas+VAWpAfH+YvzbnXli1HEeQnxYQQ4nNchyv/NAUKpN0UBQcHp1NTlfKovXLgojyqrGsGFj09PWl6kJ2dXYb13dzcOH36NPv27ZM2pwL5hlgzZsyQfk5NTSU4OFjjIywsTKe+KRgaGtK4cWNpRDa9a9m0aRP29vY8f/6cIkWKpDsH3s/PjypVqqjdUISHhxMdHU18fDzx8fFSNiLFFChti4mNjY0/aVQ+M7QtoH79+rW0OFjbtK/ChQtLN0u3b9+WyjOaE6oIplNSUjLZ24+X0ULx9Pqc0bdYim9XlK9HsTh70aJFGn8v4uLiiI+PJzRU89oeQfiSfv/3Ckdvak9Z/GGQf+j6i6zr3HfO85+LHFl7Tvr57pknbJi4l0X9NxMRnDaIsP73PeyYcwyvjZeyo5s6EwG+kK6UxFhCfc9KP4f4eGlceAvyOffKQXWIz3GNC29BPuc+xCdtvnCo71mNC2/Tjqf9Txf56rbWhbcAES+yLkuIcmpJxTQQXTx58kR63qhRI+l5/fr1pednz55FV4ppC4r/6qJdu3bcv39fJbXmkiVLiI2V/zv4+/vj4OCg8eHm5qbz6yjT5TwnJyd69eoFwPHjxzl27JjGeopvONKb9vMhxZSqzNyMZTXl64mLi9NaTzF6nZCQoLXO9+hjfi8EIavULJmX7guO6xzkz97lrbWe8Hnp6etRuFzat7eORewxtzYln4sD5lZpAz/FKzujp6dHwRw+H18E+AIAQQ/UgyjlOfeluiylcOPRGhfeguqCWpc203FpM13jwlv4cEHtaEp1Wapx4a2C8pz7sj3Xa114CxD8wJMXJxfjUK4VLu1mfeK7krHOnTtLz8+fP6/zeYpUhXp6enTv3l0q//HHH6VRy9OnTxMQEPDJfezTp4/WY6ampqxatUpaLBoVFcWjR48++TW1admypcr0IE2uXr3KgQMHpPelb9++GgNyxZ4Dr1+/5tmzZ1rbk8lk0voCxXx05b0HNMnOGwDleePa0nxC2vVrmtryPVO8L9pSjypk5bcYgqAw46dqNHcrqHOQ37564azrXCYlRgURHy7/G5UQEUB8+BulR4BaWWJ0zh1YAfjffwOp3DQtG55jEXuWXf2dGYeGY2SSthar06imrHswlaotympqJscQAb4AQPC9QwRcS5vLq2lBraaFt6CeLce2SHWNC29BPVuOvWtzjQtvFT5cUKtt4S0oB/ctcW4wDCOztPnxX0rdunWlUXxFKsOMJCcns2uXfLOMzp07S+kgAfLnzy+NqCcnJzNnzpxP7uPt27cznI4wcuRI6bliykThwoWl4PjDx4sXLz65X+/evVPL4BMcHMxPP/3Eli1bWLduHcWLFycwMJCBA9XnbtrZ2UkLJhcuXKj1dbZv3y5lWSldujQg32BMOXuRMm9vb5X0l4aGhgAadzZU9rkWKZcqVUoK8j9cLK0sKioKUP0GSEBaaHzhwgWuXbumtZ6mXaQF4UszMjTg31GNdQ7yx7SvmHWdy6Rnh6fx9toWAB54DOL+5p+lR2pSLJH+N1XKAq9vzaDF7KVpuqC+vr7GaYb6Bjk/fM75PRSyhH251gRc2UTAta1as+WAenad1OREjdlyQEN2neREjdlyQHN2HU3ZckBzdp0Pg3s9vaz71f7777+xsbEhMTGRKVOmZFh/6dKlBAYG4uzszMqVK9WOz549Wwr6V61axblz59TqZEZycjLr1q1Lt47iA8zW1hZXV9dPej1dDRs2TCVDTWpqKt27d+fXX3+levXqWFhYsGXLFgwNDdm7dy/r169Xa6NNmzaAPC2i8mJThaCgIObPn0/t2rUB+bQkkC9yHjx4sFrQHhMTw6BBg+jQoYNUphj1Dw4OVhv1VV6oqbxwGtL+WMTHx2fwTqgyMjKSvr04evSoxjz5iYmJPH/+nNy5c0u7Imcl5ZuZnLbZS7169aTF7z/++KPGG7ndu3dnajqbIHxOxka6B/l6+pnb7DArOTccgX0Z+UaKxdvNokTHedIDwDSXs0qZvat6tjPhyxEBvgCAg2sL8tXoTcCVTXiv6aA1Ww4oB/mHubWqDREvrmnMlgPKQf41bq1qQ9C9wxqz5YBqkO+9poPWbDmgGuTfWd+dFycXZUtwD1C8eHF27dqFlZUVq1ev1rpTLMCRI0eYNGkS+fPn59ChQxqzypiZmXHq1Cnc3NxISUmhXbt2GU43yMi0adPSbWPtWnl+4v/973/ppoVMj2IuuC5TH1asWEFiYiL29mlbl//+++9YWloyfPhwqaxatWr89ttvgHzTJuV0iAATJkzAwsICmUxGjx496NOnDydPnsTb25sNGzZQu3ZtunfvLk3b6Nixo7Tb7+HDh2ncuDGHDx/m1q1bbNy4kQoVKlChQgWV1I6lSsn/H4iLi5N2VU1NTWXXrl0qfVWknvxwOtD79+959OgRSUlJ/PLLL9L7pFjroGhb2fTp07GzsyMuLo7JkyervX979uwhLi6OhQsXqmReUozqQ/pz89Ob268L5UXWGWV7Su86lcs09Vd5M6oPb6Ag7XdNuV1LS0vGjx8PwLNnz3Bzc2PhwoXcuHGDCxcuMGHCBAYOHMikSZPS7bcgfEmZCfJzKou8JbAqUB4Aq/zlsS5QQXqYO7hglb+Calme4hm0mP2Sk1JY2G8Tk1ouIzQwLQ22z5Xn/FZvPrsWeqVzds4iAnxBkrdie+m5Vf7yWrPlAOQqlTYtwMjcDpvC6mkHFWwKV8XIPC27i/K5H7J0LIVV/vIa+/QhU7sC5C7VRPrZqdpPWR7cKzRp0oSLFy9SsWJFunbtyqhRo3jy5AkymYzU1FTu3bvHsGHDaNOmDfXr1+fKlSsqU3M+ZG9vz7lz55gwYQJxcXE0btyYzp07c/r0aSkDT0xMDCdPnqR79+68evWKvHnz0qNHD43txcXF0aRJE4YOHYq3tzdJSUmkpqbi6+vLzz//zIYNGxgxYoQUTGdWUlISz58/B+Sj5v7+mv9YvXnzhokTJ/Lrr79KC2mTkpKYP38+8+bNo3HjxmrnKKagxMTE0KZNG5U1Ai4uLmzduhVTU1NkMhmbNm2iSZMmVKpUiZ9//pkKFSqoXJOhoSG7d++WshWdOXOG1q1bU7lyZfr27UuBAgVYunSpyuuXLFmSOnXqADBmzBgcHBywt7dn/vz5bNq0Sao3ZswY2rdvL43qV6lSBUNDQ2QyGZUqVcLJyYly5cpJWXqUN5vavXu3yo2Rk5MTBw8exNramr/++otx48YRERGBTCbjyJEjDB06lD/++IPevXur9FX55nLPnj0qbYaEhEhTVi5cuPBR6ztkMhkXLlxQWQC+fPnydNOrpned9+/fl3Y3Pn78uMoNSmJiorSZFaju8gzyLFOKcz09PVWmoY0fP176fyE4OJgxY8ZQtWpV6taty6JFi1i7dq3GtJuCkJW+hSD/WxMVGsODC095+ywIv7tp3/7dPfuEsHeRXN6ftjN6RtM2s5sI8AUAYt8/xWfXaPQNTbHMV45wvyu8OL2cmPe+ao/oQB+e7JsIeoZYFahIYnQQz47OIubdE/X6757w7OgsEqODsCpQEfQMebJvItGBPhrbfnF6OeF+V7DMVw59Q1N8do0m6s09jXXfXN5M4M0dmOcpgaGpNY/+G03Ey5vS8fjQV1n6HpYrV44bN26wc+dO3r9/j7u7O7ly5SJ37tx06tSJhIQEjh8/jqenp0p6TW0sLS2ZPXs2z58/Z/ny5SQkJDBo0CAKFSqEjY0NBQsWZOTIkRgZGbFjxw5evHhB//791dopU6YMfn5+HD16FAsLCwYMGICTkxNWVlbUrVuXsLAwjh8/rhbY6uLhw4fMmTOHOnXq8P79e0A+ElukSBFsbGyk3OM2NjaYmJhQoEABZs+ejbW1Na1btwbkgfG4cfJcysOHD2fu3LlS+/v27aN587Rve549e0bp0qVV6rRt25abN2/SrVs3HBwcMDExwdXVlSVLlrB9+3a1eZXFihXj1q1bjBgxggIFCmBsbEypUqWYN28ex48fl0b7le3Zs0faCMvIyIh+/fpx+vRp7OzsMDU1pU+fPty4cYN9+/ZJgWPBggX5+++/cXJywtbWlkmTJknrK4oXL06/fv2k9tevX4+ZmZnKotratWvz4MEDhgwZwn///YejoyMlSpTgn3/+Yd++fUybNk2ljy4uLvTt21f6ee3atZiZmXHy5EmGDx+Og4OD9A1IQEAABQoU0GlKmcKVK1ewsLCgbt26Kmlep0yZgrm5ufRvqCy96xw8eDDlypWTRvhv3ryJra0ts2fP5sKFC5ibm0v7AQD88MMPmJqakpCQgLu7O6VKlZK+Pbhz5w4ODg7SPgf6+vps3ryZzZs3U6NGDczNzbGysqJFixacO3dOSpsqCNlNBPk5i11ea/r+2YH2IxpRoWHaIGeLfnVo8XNt+s9L++zIKC1xdtOT5bQJlIIkMjISGxsbIiIipO3cdREfH4+fnx9FihRR2wXzQ/7+/pQsVZr4uJy9YcPHMjUz5/EjH7VdSwVBEL42mflsF3KWW7duUblyZS7O7YBbUXu144lJKfRcfBJP71dsG9MU98ryv1nez4OpPX4vN2/epFKlSlndbY0U12LrUpco/5ukJMZiX6YFegZp0zuD7h0EwKFcG6ks4uV1EiMDc9S1QNr1TNkzhEKumjdV1OTlgwCmdVydpdeTmbjQMEt6JORYzs7OPH7kk6Pzgn8Ke3t7EdwLgiAIOZpiJL/n4pN0X3BcJcjPqeKD/aSsd9GBD9E3UN+YLiYwbd1UYqT2XXyFz08E+ALOzs4iCBYEQRCEL+yhf6jGEXzQHOQ72qlPGcwpirSYQHyoP35e8yjTbSX6hmkB/sNtQ7FwLE2hhsOksvf3DuN/ell2dFUnDy8/I3+JvBgapWXYenDpGVZ25jiXdpLKosNieXj5GXZ5dZ9ZkR1y9gQiQRAEQRCEb8TIvy9y3fe91uMfzsm/5CNGvbPKzvleHFmblpb6waVnLPp5EzM6ryEqNEYqXztmJ2tG/YfnhovZ0U2diQBfEARBEAQhCxR1tKbNjCM6B/m//3slC3sn2DmmbZBpZWeOvoEelnYWGJmkTXjJlc8WABt7y6zuXqaIAF8QBEEQBCELLOpXizLOuXQO8muWzJuFvcscWUpS2i71KUmkJiemPVIS1cpkqckZtJi9Rq3rRd1OaYtlnUs7sej8OGZ7/oqphYlU3mtqGxacHUPdzpWzo5s6E3PwBUEQBEEQsoC5iRH7J7Wg3axjtJlxhIOTW1K1eB6NdY2NDJjxUzUaTDqg8Xh2e7RzlPTc+6+OasfjQ/0JfngsK7v0SaxzW6iVWeVSL9M30CeXow1RITFqx3ISEeALgiAIgiBkESszY52DfCNDA43lOUG+Gr2IDnhApP9NCjUehb5Smkw/r3kYGJvj3CBtkW2Y73nC/S5nR1e/S2KKjiAIgiAIQhZSBPm6TNfJqWwKVyN3Kfnu47lLNiJ3qcbSw9zBhVwlG6uUWaez431OkZqSysbJ+1nUbxPRYWn7A718EMCsrms5vunruUERAb4gCIIgCEIW+xaC/G9N+Psozv13g/sXnuJz5blUfmn/bZ7dfsWRdeelstTU1Ozoos5EgC8IgiAIgpANRJCfs9g5WtPh18bU71qF8vVLSOWNe9SgWqtydJ/oLpXp6+fsEFrMwRcEQRAEQcgmmZmTn5MEP/Ak6s0dAN7e2KEyBz826CmxQU8xtkzb1CvcL+en/NTT06PNLw3UyvM452Lwoi5Z36FPIAJ8QRAEQRCEbPQ1Bvmhj0+TkhgNwDvvPSoBvsI77z3S8+T4iCzrmyACfEEQBEEQhCzxKigKt6L2Go9pCvINDXLuNJASHecQH+qPn9c8Kg7Ygb6hsXTs4bahWDiWplDDtCw67+8dxv/0suzoqk5ePXmHcxkn9PT0pLI3T99jZmlCLqUNsBLjk/B/+BZ9Qz1NzeQYOfc3RxAEQRAE4Rsy7K8L+AaEaz3+4Zz8h/6hWde579w/E/aoZMl5esufP1qvYJL7MmIj46TydeN28Wf3dZzYnLOnHIkAXxAEQRAEIQtYmhrSYuphnYP8kX9fzLrOCd8UEeALgiAIgiBkgWUD62JjbqxzkF/U0TrrOved6ze3I01715R+dqnkzPRDw5h1dATm1mZS+YB5nZm4fQBNetXIjm7qTMzBFwRBEARByAK5rU05MqUVLacdpsXUwxyb2ori+Ww11rUyM2ZRv1o0/eNQ1nZSR0/2TJAW2d5e11VlkW1yfASxQU8J8z2nUpaTFSieV2X+PUB+F/WFzsamRri4OfPyQUBWde2jiBF8QRAEQRCELOJoZ86RKa10Gsk3N1HPTJNT5CrZENNczgDkdeuo8lBQLrNwLJ1dXf0uiRF8AX9/f4KDg7O7G1+Evb09zs7O2d0NQRAEQZAognxdRvJzKnvX5lg6lcbPax5OVbqqZNEJe3oeC8fSOFXtJpUZmFoRE+iTHV3VmUwm4+CqM4S9i6TbBHdMzOXX9N4/lD2Lj1OpaRmqtSyXzb3UjQjwv3P+/v6ULFWa+LjY7O7KF2FqZs7jRz4iyBcEQRBylG8hyP/WhAVGsm/ZKQDK1CxGVfeyAJzccoVrR+7z+PpLKcBPTU3Ntn7qQgT437ng4GDi42Ip0mw8prkKZnd3Pqv40Ff4ec0lODg4SwP88+fPs3XrVs6ePSt/f+Pjsbe3p1atWnTr1o3WrVtnqr2QkBA2btzI0aNHuX//PhEREdjY2GBjY0P16tVp164d7u7u/Pvvv5QqVYr69etrbOfUqVMsWbKEy5cvk5CQgK2tLdWqVaNVq1bUrl2bsWPH4uHhgaWl5Uddd2pqKv/88w8bN27k3r176OvrkydPHurXr0+bNm0oVqwYkydPZvfu3YD85rJo0aKkpKSotdWtWze2bdvG5s2b6du3r8YP0pYtW3L48GHp55SUFMzNzUlMTFSpt2TJEn799Ve186OioqhZsyZ37tzBwMAgw+srX7489+7d03jMyMgIW1tbXFxcaNq0KSNGjCB37tzptnfhwgUaNWpEUlKSVGZsbMzZs2epUUP74q3Ro0ezfPlykpOTVcorVqyIt7d3htchCELOIYL8nMU2rxX1ulQhNCCc0jWKSuW12lXk+d3XVHNPG73X18/Zs9xzdu+ELJMQ+Zb4UP9v6pEQ+TZL38OAgACaN29O48aNsba2Zv/+/bx7947w8HAOHz6Mo6MjHTt2pE6dOjx79izD9mQyGcuXL6dw4cLMmzeP5s2bc+nSJaKjowkMDOTy5cu0adOGuXPnkjt3boYNG8b79+81tjVlyhSaNm1KuXLluH//PpGRkdy4cYOGDRsyYcIESpYsyYEDBz762uPj42nZsiXjxo2jf//+vH79mtDQUA4ePIidnR2dOnXC1dWVly9fSuc4OzsTExPDpEmTpDITExPu3bvHtm3bAOjVqxdv3ryhUaNGUh1ra2v8/PxUgnsAAwMD4uPj2bFjBwAuLi74+vpqDO4BNmzYwIMHD9i/f79O13j37l1CQkJo2bKlVFayZEn69evHzz//TP78+bl8+TLTp0/HxcUFLy+vdNurU6cOcXFxHDt2jJIlSwKQmJhIp06dCAwM1HreokWLiI2NZdq0aQA0a9aM4OBgEdwLwlcqM3Pyc5KIF9cIeXQSgJDHpwh5dFJ6xAY9JfTxSZWyyBfXs7nHGdPX16fPjHaMXt8bSztzqbyQaz4mbR+okmUnx5MJOVZERIQMkEVERGTqvLi4ONnDhw9lcXFxGda9efOmDPimHzdv3vzYfwKd3b59W+bg4CAzMjKSHT16VGu9Y8eOyYyNjWX29vayK1euaK2XlJQk++mnn2SArFatWrL3799rrZucnCwbOnSoDJCtWLFC7fjOnTtlgGzcuHEaz3/37p2sRIkSMkAWFRWVzlVqp3j9I0eOaDx+6dIlmZmZmaxy5cpqx1JSUmSFChWSATIrKytZSkqKWp2XL1/KTE1NZYCsWLFi6fYlPDxcBsiOHTumtU5qaqrMxcVFBsgaNmyYwdWp2rNnj/S7tWHDBpVj//zzj0xPT08GyMzMzGR3797Vqc2goCBZsWLFpHZr164tS0xMTPec0NBQGSDbu3dvpvovfL0y89ku5CyKv7UX53aQxe4coPHxfO1PslL5bWVOduayO0t/kMXuHCC7OLdDlv0d09Wnxg056VpksrTrmbJniOyfxzN0fkzZMyTLryczcaGYoiMAUOqHxZg7uGR3Nz6r2KCnPNo56ou/zqtXr2jZsiVBQUH88ccftGjRQmvd5s2bM27cOGbOnEnbtm25efMmBQoUUKv366+/4uHhQaFChThw4EC60z0MDAxYtmwZjx494t27d2rH58+fD8invWiSJ08ePDw8qFq1akaXqlFERATr1q3DxsYGd3d3jXVq1qzJ9OnT2b59u9oxfX19evfuzfTp04mKiuLy5cvUrl1bpY6zszOdOnXCw8OD58+fExgYiKOjo8bXOnv2LAULFqRZs2Za+3zkyBGePn0KwOnTp3nw4AGurq46Xa+tra3WY3379uXy5cusW7eOuLg4Jk2apNM3I/b29irf7Fy8eJERI0awevXqDPuRXn8EQchZQiLjtR7TNF0nJyv1w2LiQv15eXIxboP2oKeUJvPh9qFYOpbBucFQqSzowVFenV2VHV3VSWRIjFpZVGgMRiaGmFqYSGWpKamEv49CJpNlZfcyTUzREQDQMzBC39D4m3oof9h8ScOGDSMgIABra2vGjx+fYf3x48djbm7O+/fvGTBggNrxo0ePsmqV/ENwwYIFGc7lBnmQPGfOHI1TdO7evQvI57xrU6VKlY8O8B89ekRiYiIxMTGEhIRorTdgwACMjDT/m/To0UN6rphi86GffvoJkE9d2rNnj9bX2blzJ126dFHLZ6xs6dKlKgH9ihUrtNb9UHrtAvTr1096fvz48UwtxKpYsSImJvI/JGvWrGH9+vUf3Q9BEHKeEWvPEximPanFh9N1XgVFZWHvMkfPwEjKfa8WQxgYq5Xp6efsMeXFAzZzfvct6Wd/n7eMrjuP35svJT4mQSrfPPUgYxos4Pyum9nRTZ2JAF8QPsGVK1ekEdqOHTtibm6ewRlgaWlJ27ZtATh27BiXL1+WjslkMn777TcgbdRaV1WqVGHIkCFq5VZWVoB8cearV6+0nl+vXj2dX0tT+8nJyfTt25eEhASN9WxsbKhQoYLGY8WLF5cWlu7YsUPjwtumTZtKr+Xh4aGxnbi4OPbv30/37t219tfHx4cTJ06wevVqypcvD8CWLVuIiPg8m7Ao3zjEx8drXRehSYUKFVi3bp3089ChQ7l69epn6ZcgCNkvOj6ZltMO6xzkD/vrQhb2TggLTPs7EBUWS2qKjOiwGJIT0/4mhf7/GomI4Ois7l6miABfED7Bf//9Jz2vWVP3xTfKWVKU2/Dy8sLHR54nuG3btpkepdUUQCumDD1//pxKlSpJWWw+tGDBgo/KoFOqVCkKFSoEwMGDB6lRowZ37tzRWHfNmjVa2+nZsycA79+/17hA9eXLl0RFyUezLl++zIsXL9TqHDx4ECcnJypXrqz1dZYtW0bZsmWpW7cugwcPBiA6OpqNGzdqPSczlP/N9PT0sLbO3FbzPXv2ZOzYsQAkJCTQqVMnjVOvNGnfvj16enrSo0+fPtKxK1euYGBgoHL8QxcvXqR9+/bSouaIiAhGjBiBvb099vb2DBo0iJgY+dfYMpmM1atXU65cOczMzHBzc+PUqVOZulZB+N6sGFSHiNhEnYN8S9OcPer9LekyrhktB6YNdLnWKsbof3ozeddglQW3Axf8wJAlXWnet7amZnIM8ZsjAOB3bA76RqbZ3Y3PKjVJ+1zHz0U5oClTpozO55UtW1Z6fvr0aem58nztSpUqfWLv5GbOnMnhw4cJDQ0lODiYzp0707x5cxYsWKDSj4+lr6/P8uXLadeuHTKZjNu3b1OlShUGDx7MlClTsLe316mdrl27MnLkSJKSkvDw8FCbz79161YKFy7MixcvkMlkbN26lYkTJ6rU2bZtW7qj9+Hh4fz7778sXLgQkE8NGjduHNHR0axcuZIRI0Z88tSXGzduSM8rVaqk07c6H5ozZw4PHjzgyJEjvHnzhh9++IGTJ09qneKksG/fPp49e0b9+vV58+aNyrEaNWoQFxfHiBEj+Ouvv1SOXblyhdGjR0vfJtWvXx9/f3/q169PfHw8cXFxxMbGsnbtWuLj49mwYQO9e/dm586dODg4kJCQwO3bt2nZsiUPHz6kaNGiCIKgrqCDFcemtqLF1MO0nHaYI1Na4Win+TPC0c6cZQPr0nbW0SzupW78js0hPvw1IJ9zr2+QttFVbNBTYoOeqmxsFRv0NMv7mBmlaxTD0Eg1ZbJrrWJq9SztzKnqXpaXDwKyqmsfRYzgCwCY2hfBwrH0N/UwtS/yxd835SAqM4sdc+XKJT1//fq19Fw51WHevHnTbcPT0xMzMzNMTU3VHrVq1ZLqOTs7c/r0aZW9ADw9PalYsSL9+/fn7dtPTyfapk0bPDw8MDMzA+TTdVasWEGxYsWYPXs28fEZ32zlzp1bSkG5b98+aaRYYdu2bUydOpVSpUoB6tN0IiIiOHr0KD/++KPW1/j7778xNDSU5vxbWVlJ9X19ffH09NTxijWTyWTMmjVL+nncuHEf1Y6+vj7btm2jdGn51u7nz59n5MiROp1brFgxrXshGBsb06FDB7XyUqVKceTIEem84OBgxo8fj4eHB2/fviU8PJyuXbsC8hutQYMG4eLiQnBwMK9eveLevXvkypWLhIQE1q5d+xFXLAjfj+L5bDk2tZVOI/m5rXPuwJupfREMjOU3J5aOZVT+/ioolxlba06MIHwZYgRfAMCpSlcs8hTP7m58VjHvfQl/ev6LvobyvG1FcKsLxVxygMjISOl5UFCQ9NzY2Jj0NG/enLCwMJYsWcLvv/8OyAPDQ4cO0bx5c5W65cuX5+7du/z+++/89ddfpKamkpKSwvr169mxYwczZ8785NHr7t27U7lyZYYMGSJ9sxEZGcnEiRNZt24df/31F02bNk23jZ49e7J//35iYmLYv3+/FHx7e3vz4sULOnbsyKtXr5g8eTIPHz7k9u3bVKxYEYA9e/bg6upKiRIlNLadmprKypUr6dWrFxYWFlL5kCFDpKB0xYoV6WZB+tDLly+ljcf8/PwYN24cx48fB2Ds2LF06dJF57Y+ZG1tzYEDB6hWrRphYWGsWrWKKlWq0Ldv3wzPTW+kX7GIV5ni5rRq1aqcPXsWmUzGxo0bpbpGRkZMnz6dHTt2kJycTO3atVWm/7i6utKuXTs2bNggTTETBEE7RZCvy0h+TuVUpSt2RWvi5zUP5wZD0TdM+5sVE+iDhWNpCjUcJpW9v3cY/9PLsqOrmXJ+9y3CAiNoObCeNKIfERzNsfUXKF+/hMoGWDmZGMEXhE9gY2MjPY+O1n3BjfJuq8qj+co3CeHh4Rm2Y2pqyvjx46W586VLl8bd3V3jDns2NjasWrWKGzdu0KBBA5V+jxw5ki5duqjsqvoxSpQowcmTJ9m1axfFiqV9tenn50fz5s1ZvHhxuue3bt1aCja3bNkilW/dupV27dphZWVFjx49pBsR5VH8bdu2pTt6v3//fl68eMEvv/yiUl6xYkWqV68OyDMY6bIJmcKJEydo0aIF+fPnp3z58ly9epWOHTvi6enJvHnzdG5HGxcXF3bs2CHttDtkyBCuX/9ym8Uofv8cHBzUbgQKFy6s8bmCk5MTkLn/DwThe5aZkXwha4S9i2TDxL3sW3aKO6cfSeXH1l/A85+L/D0ubQ1bZjKkZQcR4AvCJ1DOYR8cHKzzecqj9srBkvI0msePH+vUlp6enhQU29nZZVjfzc2N06dPs2/fPpUgfNeuXcyYMUP6OTU1leDgYI2PsLCwdF+jU6dOPHz4kPnz50uLTGUyGaNHj+bkyZNazzMxMZFGvY8fP05QUBAymYzt27dLaTILFy4s5cnftm0bqampvHv3jjNnzkjTSDRZtmwZjRs3lqb4KFMstk1NTZVSlOqiX79+XL58mTdv3hAVFYW/vz+7d+9ONwd/ZjVt2pRFixYB8kW3HTt2zFRmnsxIb+v1jL5RUnxroCkDkiAImokgP2exymVB2TouOBVzoEj5tL/v5euXwC6vNTXbpSWySO/zMicQU3QEAGLePSEl8dv6YIkPe51xpU9Ur149bt++DcjzzTdu3Fin8548eSI9V2QsAfnixsOHDwPyDZsmTZqkU3uKEV7Ff3XRrl07mjdvzujRo6UNlZYsWcKECRMwNzfH39+fIkU0r2MoVKiQxiw2yoyNjRkzZgw//vgjXbp04eLFiwDMnj073fepZ8+erF27luTkZHbs2EG5cuWIj49XmTrTo0cPLly4wJs3bzh79iz379+nZs2aGjcNA/m/zZkzZ7CwsNC4VkImk6Gnp4dMJmPDhg3MmDHjoxbHfikjRozg7t27rF+/ntevX0uLbgVB+Pp9rdN1Yt49Ifad/G9Z1Ju7KnvPxAY9JTUlkcjXaRnVYt/7ZnkfM8vQyIDR63urlZeuUZSF58ZmQ48+ngjwBYCvYl5cTtS5c2eWLZO/d+fPn2fUKN12zlVMs9DT01PJ+vLjjz/yv//9j8TERE6fPk1AQAD58uX7pD726dNHawpIU1NTVq1aRUhICP/99x9RUVE8evQoUxl8goODmTNnDgsWLNB4PF++fHh6elK+fHmeP3/OtWvX0m2vdu3aFClSBD8/Pzw8PChXrhxdu3bF0DDt46pLly6MGDGCxMREPDw8ePjwIb17q38oKyxbtowyZcpw//59resMxo0bx/z58wkLC2PLli0MHDhQh6vPOqtWreLx48dcuHCBc+fO6fy7JghCzvc1BvnKcYPvfvXBqPhQf57s+bhEA8KnEwG+AECxVlMwy10ou7vxWcWFvOTZ4Wlf9DXq1q1LvXr1OHfuHIcPHyYkJCTDnWeTk5PZtWsXIL9BKFeunHQsf/78DBkyhKVLl5KcnMycOXOkG4iPdfv2bUJDQ1Xm+n9o5MiRUj5+xdeOhQsX1nkr7ozyn1tYWNC/f38mTpyY4deaenp69OjRgxkzZnDlyhXu378vLVxVsLOzo2XLluzbt4/t27eTlJTEwYMHNbYXEhKCh4cHf/31V7qLiEeOHMnSpUtJTExk5cqVOS7ANzY2Zvfu3VStWhV/f/90d99V3AxlNEdU8c2FIAhZIzZB+zonTUF+Tlas1RRig57x9toWXH/6S2UE/+G2YVg6lca5wVCpLNjnBIHXt2ZHV3Wi6fMyNSUVPX31fUNSU3L2/HsQc/CF/2ds5YCpbf5v6mFs5ZAl793ff/+NjY0NiYmJTJkyJcP6S5cuJTAwEGdnZ1auXKl2fPbs2VLQv2rVKs6dO/dJ/UtOTlbZHVUTxYeXra2tyk6suvL29s5wx1XFa9SpUyfD9hRpLEGeLlR5Y7AP68TExNC0aVOtN1arV68mT5486S7ABfk3DYpvU+7evauyP4EyXW96MkuXdvPkycP+/fsznD6kyNIUGBioduzly5fSc+XF3oIgfHmj118iKk77/3cfzskPifzy+7l8LHncIP+G2cQm3wd/g/OplRlb6rYnSnaZ2WUtN48/lH4O9AtmRI3ZTG69nCSlG7Pdi48zwHUq14/dz45u6kwE+ILwiYoXL86uXbuwsrJi9erVWneKBThy5AiTJk0if/78HDp0CAcH9ZsQMzMzTp06hZubGykpKbRr144zZ858Uh+nTZuWbhuKNJH/+9//MtxMSZsePXqoba6kEBcXx5YtWzA0NGTy5MkZtlWiRAkps41ice2HlDPuaNvcKjQ0lEWLFtGnTx+VKT7aKE/z0XazppwaVfn5p4qIiNCpvYoVK7Jp06Z0R94VC4nPnTsnrX2IjY3lzz//VLnZe/jwocqoVVxcHCBfzPuh5ORk6bmmGwPF4lpFG4IgqHseGEm7Wcd0DvJHrP2yqZ6FNLJUGS/upf0NC/QLJjYynoCnQcRGpX0m+t70RyaT8eqx+gBKTiICfEH4DJo0acLFixepWLEiXbt2ZdSoUTx58gSZTEZqair37t1j2LBhtGnThvr163PlyhWVqTkfsre359y5c0yYMIG4uDgaN25M586dOX36tJSBJyYmhpMnT9K9e3devXpF3rx5VUa+lcXFxdGkSROGDh2Kt7c3SUlJpKam4uvry88//8yGDRsYMWIEv/3220e/B0+fPqVs2bLMnTtX2m02ISGBS5cu0bRpU54+fcqmTZukwD0jPXv2BNB6TSYmJnTu3Blzc3Pat2+vdvzt27f89NNPhIWF8erVK50Cz1evXknPz58/z2+//aaS8SgkJIQ1a9ZIP2/fvl3jKHlmyGQyLl68yJkzZzh37hw3b97M8JzOnTvzxx9/pHvc1taWhIQE6tatS8GCBbG3t+fly5cqmZIaNmzIoEGDSElJkTYKA3jw4IFaFqfNmzdLz48cOaKSUjU8PFyapvXgwQPu3r2r28ULwndmSf/aPPQP1TnIj45P1lpH+Lya/1yblgPrST+Xb1CCvn92YPTfvbCxt5TK+83uSNcJLWjWp5amZnIMPdmX+r5Z+GSRkZHY2NgQEREhpRrURXx8PH5+fhQpUgRT0/R3wbt16xaVK1fGzMEFAyPdN2r6GqQkxREX9JSbN29matHop5DJZOzbt49du3Zx5coVQkNDAXle8fr169O9e3eVrDm6CAgIYN++fRw9epTHjx8TFBREamoqBgYG5M+fHzc3N9q2bUvr1q01/nt36dKFefPm4evry/Hjxzl16hQvXrwgLi4OKysratasydChQ2nSpMlHXXNwcDCjR49m5syZXLlyBS8vLy5cuMD79++Ji4vDycmJJk2a8Ntvv1GyZMlMtdu+fXsuXLigtc65c+dYtWoV27dvVyk/deqUWqYefX19Zs6cKW0K9iETExOtU1bOnTvH0KFDuXfvnsbj1tbWHzWaf+PGDerVq6d282Fubs7Zs2epUqWK1nNlMhk//PADw4YNU9nXQLnt4cOHc/v2bQoXLszIkSMZNGiQlE504MCBDBkyhHz58rF161Z69uypNge1RYsWHD16FFNTU7VRfUNDQ44ePcqNGzeYOHGi2hSjgQMH8tdff2XyHRHSk5nPdiFnUfytvTi3A8kpqbSZcYQyzrnYP6kFVmbaU9AeuOpHtwUnsvTvWEYU12KZrxzRAfLPRGvnyipz8CP8rgBgUyRtemXkq9vIkuNz1LVA2vVM2TOEQq66J7V4+SCAaR1XZ+n1ZCYuFAF+DpYVAb6/vz8lSpQkISHnzvP7FCYmpjx58lglv7wgCMLXSAT4Xy/lAN+tqD3Xfd/rFOR7Pw+m9vi9OSooFgG+XE4P8EUWne+cs7MzT548ztQmTV8Te3t7EdwLgiAIOUrV4nk4OLklbWYcod2sYxmO5OdEBesNIj7UHz+vebi0noq+YVr/H24bioVjaQo1HCaVvb93+KtIyX3/vC9h76Oo3aGilPUtLjqBC7tvUap6EQqWcszmHupGBPgCzs7OIggWBEEQhCz0LQT535qI4GgW9ZevN7KyM6diI3nCgiNrz3H4r3PY57dl3in5WrWM0hBnN7HIVhAEQRAEIRsognxdFt4KX565lQn5XBwwtzbFsUhaWs/C5fKjb6BP8Spp+wXl9D1ExAi+IAiCIAhCNvlaR/ITo4KIDw8AICEiQGUOfnx4AIZmNsSHp6WdTIzO+VOBjUyMmHFoODKZTGVTxspNy7D23hT0DdLKRIAvCIIgCIIgaPU1BvnKO8U/8BikdjzS/yb3N/+clV36LPT01HeuBVSC+6+BCPAFQRAEQRCyQFJyitZjmoL8nMy54Qhi3z0h+OExirebpTKC/2TPOExzOePcIG2Rbejj0wQ/OJodXf0ufV23I4IgCIIgCF+pyR7XSEzKOMhXzMmPTUjSWje7WeQtgVWB8gBY5S+PdYEK0sPcwQWr/BVUy/IUz+Yep29R/834XHku/Rz6NoJJLZexsN8mkpX+zY5vusyoOnO5f+FpdnRTZyLAFwRBEARByAKXH7+j5+KTOgf5o9dfysLefd+iQmO4d/aJ9PPzu695+yyIBxeeEhUaI5VfO3KPiKBoHl3zy45u6kxM0REEQRAEQdCRv79/pveO8fHxAWB2zxpM2nKVnotP8u+oxhgbGWisrwjyW047/Mn9FXRTs20FmverI/1csVEp2o9ohJ2jDXZ50zaV6vFHay4fuEPJaoV5kINH8UWALwiCIAiCoAN/f39KlypFbFzcR51fq7Qj28Y0pfuC4zoF+Uv612bAyrOf0uUv5u2NHUT53wTA/8xKlTn4sUFPiQ1SDX4jXl7P0v5lVrM+tbCxt5R+NjQyoO3Qhmr1Crnmo5BrPl4+CMjK7mWaCPAFQRAEQRB0EBwcTGxcHAb6eszpVYNapbXvaipLlbFg3232XX1Bm6qFOHj9JQDulZ11DvLLOOf6ItfxOcQH+5GSGAtAdOBD9A3Us/7EBPpIzxMjA7Osb4II8AVBEARBEDJlTq8aDG1VVuvx1FQZI/++yP5rL1g9pB4mRgZSgA+ZC/JzqiItJhAf6o+f1zzKdFuJvmFagP9w21AsHEtTqGFaFp339w7jf3pZdnQ1U/x93hIVFotrrWJSWXJSCrdPPaJo+QLkcrLJxt7pTiyyFQRBEARByIT0Ru4Vwf36Ez6sGlyP3o1KaqynCPI9vV9luPBWyBpRoTHM6LyGRT9v4sGlZ1L5kbXnWDViOwv7bZLKUlNTs6OLOhMBviAIgiAIwmega3CvIIL8nMXIxBBLOwv0DfSwsjOXyu0c5aP2uZVG78VOtoIgCIIgCN+4zAb3Cl/rdB1ZShKpKUlpz5WOpaYkysuSE9PqpyZncQ8zz9TChNmev5KcmIKlUoBft1MlytZxwSqXhVQmAnxBEARBEIRv2McG9wpfY5D/aOco6bn3Xx3VjseH+hP88FhWdumzMLUwAQv1cuVUmV8DEeALgiAIgiB8pMwE97JUmdZjmoL8nCxfjV5EBzwg0v8mhRqPQl8pTaaf1zwMjM1xbpC2yDbM9zzhfpezo6vfJTEHXxAEQRAE4SNkduR+wb7bpOoQ5Cvm5Ccl59w5+TaFq5G7lPwmJHfJRuQu1Vh6mDu4kKtkY5Uy68JVs7nH6Vs/YY9KbvvosFgW9dvExsn7SU1Jm4B05dBdZnRew7M7r7OjmzoTI/jCR+3K97Wwt7fH2dk5u7shCIIgfGM+ZlrOvqsvGPn3RZb0r42+vuY53Moj+eExCZ+724IWr5+84/KBOxRyzQfAw8vPuP//O9W2HdqAXP+/0Pb4xkv43XuDqaVJtvVVFyLA/875+/tTsmQp4uM/ble+nM7UzJzHj3xEkC8IX1B8fDxbtmxhyZIldO7cmalTp2Z3lwThi5JlMrg/eM0PgN87uzFntzeATkF+1/len7fjglaudVxo9FN16ecKDUpSv2sVcjnaqMy/7zi6KWd3XKdS49L4XH6eHV3ViQjwv3PBwcFScG/hWBpzBxfpWNC9gwA4lGsjlclSkwl+cBRja0dsCqV93RbscxxZcrxKXUUbeoam2JduKpVFvLxOYmQg9q7u6OkbqtT98PVig54SE+iDbZGaGFnap1s3KTqYcL/L0nUkx0UQ9vQcwcHBWRrgnz9/nq1bt3L27Nn/f3/jsbe3p1atWnTr1o3WrVtnqr2QkBA2btzI0aNHuX//PhEREdjY2GBjY0P16tVp164d7u7u/Pvvv5QqVYr69etrbOfUqVMsWbKEy5cvk5CQgK2tLdWqVaNVq1bUrl2bsWPH4uHhgaWlpcbzM+P169f8888/HD9+nEePHhETE4O1tTW5c+emTp06dOjQgcaNG/PHH38wePBgChUqBMDWrVvp168f8fHxam0aGxszbdo0JkyYAMCVK1do3LgxsbGxanUNDQ0ZMGAAq1atAmDt2rUMGjQIkGc+sLS0RF9ffYZiXFwciYnyrA8uLi7cuXMHc3NztXoKfn5+lCtXjpiYGI3HjYyMuHr1Km5ubum9XV+1ZcuWMW/ePN68eQNA586ds7lHgvDlLdh3m/3XXugU3M/ZfYu9V14A0LpqYZwdrPhlzTkg4yB/ds8ajN2YM+etBz/wJOrNHQDe3tihMgc/NugpsUFPMVb6ux3udyXL+5gZnUc3JY/SzsEm5sb0nt5OrZ5rrWK41iqmMp0nJxIBviCJCfQhIVz9FzbM95z0XJESKzEyUKVclhyvVlf5mHJ5cnwEAKFPzqp8IGh6PUXdcL/LGJqq7x6nqa7iOmSpWTt3MSAggL59+3L69GlGjRrF/v37cXFxQSaT8fjxY9avX0/Hjh2pVq0amzZtolixYum2J5PJWLFiBRMnTsTc3JwxY8awdu1aChUqhIGBAaGhoZw8eZK5c+fSo0cPkpOT2bp1q8a2pkyZwsyZM5kwYQLr1q0jb968vH//np07dzJhwgTev3//Wd6DpKQkZsyYwdy5cylYsCCjR4+mbdu25MuXD319fd6+fcuxY8cYNWoUr1+/JiYmho4dO0oB/o8//kj37t05cuQIHTp0IClJ/vu2ePFihg8fjoFBWlaJGjVqEBMTw8WLF2nVqhUREfJ//6lTpzJhwgRMTNK+Pg0KCsLJyYn169fTpEkTjIzUf+8iIiJwdXXlzZs36Ovrs2HDhnSDe4AiRYoQHR3N/fv3admyJa9evQKgSZMmrFmzJsN/429B//796dOnD4ULFyYsLCy7uyMIWWLfVfkOtboE99O336RDjcJSkK84R5cgP70NtbJb6OPTpCRGA/DOe4/Gv+fvvPdIzxV/o4WsIQJ8QVKi4zysC1SQfn55egUxgT6U6b5SKktNTuTWqjYUaTZOWlwD8Pb6dt5576HiwP9U2ry9tgt53TriVLWbVBby6CR+XvOoOGBHhltbR76+w5M94yjb6x9MbfNL5b4HpwBQvM00qSw+/A33N/8sXUfMe198tqe19SXduXOHpk2bEh4ezoEDB2jRooV0TE9Pj9KlS7NgwQKaNm1K27ZtqVGjBocOHaJ69eoa20tOTqZPnz54eHhQq1Yt9u3bh4ODg0qdXLly8cMPP9CxY0d+/fVXVq5cqTFQ37VrF9OnT2fcuHHMmjVLKs+TJw9Dhw7lhx9+oG7dujx58uST3oPo6Gjat2/PyZMn6dChA5s3b1b7NsDJyYm+ffvSvXt3unfvzr59+9T6rKenR6tWrShTpgx37tzBxsaGkSNHan3d2rVrU79+fQ4cOADAyJEjVYJ7kAf4K1euxN3dXWs7v/76qzQKPWLECOrUqaPztZctW5a2bduycqX8/5UZM2Z8k8F9SkoK/fr1Y+PGjVKZ4ibIxcWF69evZ1PPBCFr/d7ZTefg/o9ulSmcx1oK8CFzQX5OVaLjHOJD/XX+e/7+3mH8Ty/Ljq5mSmhgBHHRCeR3ySOVyWQynt99jVNRB8ytTLOxd7oTWXQE4RO9+j/2zjq8ieSPw29Sd8FapFC8eKFwuLu7u/sdcIccP+6Qw+3Qw+1w53B3OaxosUKhQFuouye/P0K2SZO0KdKm3L7Ps083s7Ozs5s0+czMV96+pXnz5gQGBjJp0iQ1cZ+aJk2aMH78eIKCgmjdujXv3mn3wv/xxx/Ztm0bBQsW5J9//tEQ96oYGRmxdOlSGjRowIcPHzSOz58/H4CuXbtqHAOF0N+2bVtat5guMpmMbt26cfbsWTw8PNi+fXuapj7m5uZs27aN0qVLa+0zgK2trdrftLCzS1nd0VY/IiKC5s2b6zz/6NGjbN6sSEFerFgxZs2ale41U+PomLK0m9b7lZ3Zvn07r1+/1nrM3Dx7/OiJiHwNWlYulOZxVXE/sUNFrXX61C/ByqG1WX/mCT+tu5pmdB2RzCEmIpbJzZbyW8vleN/1FcpPb77OzM5rWNh/s1Amk8m0NWEwiAJfROQLGTlyJH5+ftja2jJhwoR060+YMAFLS0s+fvzIoEGDNI4fP35csB1fsGABOXLkSLdNqVTKnDlztM7gP3jwAFA4VOvCw8ODypU/P4TZ6tWrOXLkCBKJhJUrV+ol9iwtLZk6dapO8yCljbw2W3lddUF7dsFGjRppzOorCQsLY/DgwUI7GzZswMLCIt1rptUHVVOi74X3798zbtw4ncf1eZ9ERP4L6CPulYgiX+RbIZroiIh8ATdu3BBMQ9q3b5+uzTaAtbU1rVu3ZufOnZw4cYLr169TrVo1QLEMqBRRLi4udOjQQe++eHh4aLUtt7GxIS4ujrFjx1KxYkUKFCig9fzatWvrfS1VoqOjmTJlCqAwl8nIQKF9+/Y8fvz4s66bEbp166bz2I8//oifn5+wnxHTnP8Kb968oVmzZgQGBmZ1V0REDJqMiHsl34O5zveCpa0FM4+P1jDRadSnGkUruuDkmuI0bOiTGqLAFxF4vn+8miOr0iHm3prOQpnSydbn1DzeXlqdZl1l+fvrG7U62txb20XNKScpLpyYQG+tjrOPtvRPt2/KMuV9ZIaT7e7dKT4HSpGuD1WrVmXnzp1CG8pzT506xZMnTwBo3bq11tnotChfvrxGWdOmTfn777959eoVFStWZNWqVVoHDgsWLMjQtZRs3bqV4OBgANq2bZuhc6VSKWXLlv2s634Njhw5wpYtWwAoXry4mo9CVpCUlMTq1avZsmUL3t7exMfH4+7uztixY2nXrp1a3WfPnvHnn3+yZcsWoqOjSUhIYO7cuaxfv57g4GAaNmzImjVrdJoLHTlyhMWLF3Pv3j1iYmIoUaIEgwcPZujQoWo/XOfOnaN///4EBAQAcOXKFezt7QHo0KED69ev19r+lStXmDJlCjdv3iRfvnxMnz5dp5mYiMj3wOeIeyXZUeQ/3z9RcLLNyO+5oaOMd6+KRCKhcLn8WdCbz0cU+CICti6VsMlXTnj9/vpGAPK4txfKZMmJ+N/cirmjCzlKqDjZ3t6FLDFGra6yDamJpVp58LOzxIX4kse9vdoXgrbrRb5/QITvHXKWaoKZXd4068aH+xHkdVK4j4SoICGc5rfi3Llzwn6pUqX0Pq9MmTLC/vnz54V95WoAQMWKGfuB0MUff/zB0aNHCQkJISgoiI4dO9KkSRMWLFig1o/P5Vv0OTMIDQ1VM83ZuHHjZ5nmfC0iIiJo1aoV7u7uHD16FEdHR/755x/69+9P+/btmT59OlOmTMHX15epU6fy999/k5SUJJzbokULHjx4gLm5OVFRURw8eJDIyEjOnDmjca2pU6cybdo0RowYwT///ENiYiKjR49mxIgRjBkzBnNzc6RSKU2aNGHnzp28fv1aOKdmzZpcuHAhzXvZuXMnffv2JU+ePCQnJ/PixQt69OhBwYIFMzQQFhHJLnyJuFeiTeQbMo4l6hH5/r7ev+dhPjeIDniS6f38ryIKfBEBJ48ualF0EqKCiA54ohYBR5aUgP/NrTh7dFWLogOKcFiqdZVlqaPomNrkwufUPJw9uqh53Yd6X8bKyU2trpWzGxG+d3Dy6KIWRSfq05eEat24sPcEeZ0U7iP644tvLvCVUVcAYVZTH1QdMlUdbT09PYX9PHnypNnGyZMnadu2LXK5ps1mxYoVuXbtGqAw9Tl//jytWrUS7PBPnjzJmTNn6Nu3LzNmzMDZ2VnvvqcmI31es2YNP/74o9Y+t2vXjh07dnx2PzLK6NGj8ff3B2DMmDFUr149066tjcGDB+Pk5MSff/4plLVt25bQ0FD69+/P77//TvPmzSlbtizr1q2jXLlyjBkzRjh32LBhdOnSBSMjI+bMmcOkSZM4e/Ysz549o0SJlGgfly5dYtq0abi4uPDnn39ibKz4GVi9ejWnT58mICCAX3/9ld9///2z7uPs2bN4eXnh7e1N/vz58ff3p3r16rx+/Zq//vpLFPgi3x0ZEfebzj7FvbBuM8DUIr+vHtlxs4qcpZtg7eym9++5kbmNQQv8vQtP0WtqayEWfnxMAjvnHMfRyY6Ww+oIK+qPr73k4s5bVGzolpXdTRfDNiASETFwlLHXgQzN/trY2Aj7ERERwr6qjbOpqSlp0aRJE0JDQ5k6dSrx8fHEx8eTmJjIgQMHuHLlilrdcuXK8eDBA4YNGyaYXyQnJ7N+/XqKFy/OkiVLtIpufchInwcPHiw4Fyv7bGZmxqVLl3SKe19fX+zt7dPcdMX/18U///zD1q1bAShRogR//PFHhs7/2jx48IBdu3bRv39/jWOq/hlbt27F1NQUqVSqJtqnT59O9+7dBede1ZwBXl5eau0pQ1y6u7sL4h4Un99OnToBfFFUpbx587Jr1y7y51csZzs7O9O7d2+tfRERye5kdOZ+7aknzNl3N806qo63Cw7e+0o9FUmPx1dfcm7bv8Lr+xeecXHXbQ4sOUvoh5Tf6f2LTnP75GMu70/7fcxqRIEvIvIFqIZnjIqK0vs8ZbZUUJ/NVx0khIWFpduOubk5EyZMEEJSurm50axZM63OP3Z2dqxcuZLbt29Tt25dtX7/9NNPdO7cWUgslREy2mcbGxt+++034XWtWrWoUqWKzvouLi6EhYWluXXv3l3v/oaEhAhZbZWmOVkd4vHgwYMAdOrUSWPw8sMPP2BmZoaZmRk+Pj7COapRgYoXL67WnpWVlRB9KfXnUulQrM2/o3DhwgBCwq7Pwc3NTaPtvHkV5nWqA2IRkexORsT95U9ZTwc1dmP6zjt6i/yD/77+Wt0VSYf8JfJQrXWKFUOpakUoU7MotTt7YJ87ZVKuUd/quJbLT6XGpbOim3ojmuiICIQ8PUdiVFDK62dnSU6IIfjpWaFM6WSrWgYKu/qkuHCN8qS4cIKfncXUJsXRT1kn+Nk5jdTW8eF+WDunLHtFvnvw6ZxzmNun2OCHf0p5rXq9uE9ZeJX3ER8RkJHb/yzy589PUJDimSn/6oPqrH2hQoWEfRcXFx4+fAgonCj1QSKRYG9vT1RUFA4ODunWd3d35/z58xw6dIhx48bx8uVLQJEQy83NjenTpwOKGL8hISFa2zAyMhKu5eLiIkTCefbsGR4eHun2QXVQo0+fvyajR48WHEbHjRtnECYjyvf85s2blCxZUq9z0ovgoBx4JSerO5u7uroCqA0WlCiFee7cuTWOfQnKwYjSZ0BEJLuz6exT1p56ope433zuGRvPKr7P+zYoibOjJdN33gFI89w+9UvgGxjJ7L2eOutkJeGvbxLlp/ju1+f3POK1YSfCGzC7PQVLp+gMawdLxq7vo1GvastyVG1ZjjefBm2GiijwRQSCvE4Q5HVCo9zn1DyNsgjfO0T43tGrrjLTXWrenF2sUZacEKO1rv/NrVr7rK2urvv4FtSuXZt79+4BCjOLBg0apH3CJ1SzxtavX1/Yr1OnDkePHgXg4sWLTJ48Wa/2lOYYGYm/3qZNG5o0acLYsWP566+/APjzzz+ZOHEilpaW+Pr6CmIwNQULFhQSHtWpU0cQ+BcvXqRHjx569zejff5SDh48KJiflCxZUhjMZDXKlY/379/rLfA/l0GDBrF27VoePHjAvXv3qFChgnDszh3F/3RGVkQywueagYmIGBoZEffDV12ibhlnLjxS+Pwoz9FH5LesXMhgBb7fjS3CfkZ+z0UyB1HgiwgUazNTLYqO74UVRAV4UarrCqFMnpyI5+r2FGwwhhwlUoSp/+1dfPDcT4VBu9TavLe2i8LJ1qOLUBb87Bxvzi7Gfch+JCojfq+dI7B2KoVL3RFCWeT7B7w4NJnSPVarRdHxPjIVgKItpwpl8eF+PN42RLiPmEBvnu4Z8/kPRA86duzI0qWK1NuXL18WnB7T49YtxUyGRCJRi9HevXt3/ve//5GQkMD58+fx8/MTzBs+l759+wp216kxNzdn5cqVBAcHs3v3biIjI3n69GmGouH07dtXSMy1d+9eli5dmuUmL9oIDg5m6NChgGJQsWnTJoPppzJ/woULF9IcJCYnJ3/xgKhixYqsXr2aESNG0LdvX7Zt20bRokXZs2cPO3bs4IcffhDyGoiIiGhnUGM3vcX9gIZuVCuRRxD4kDGRb6iU7LSY2BBfvX/PAx8f5+3FlVnR1QwRFx1PYnwSNo5WauWhHyKwcbTC2CR7JDIUbfBFBCRGJkiNTYVNYmSC1MhUowxAmqqu1MhEs0xX+ac2Ul9PamSqtQ+6+pZeXdUvm29FrVq1hARRR48eFeLBp0VSUhJ79+4FFAME1Tjw+fLlY9iwYUK9OXPmfHEf7927p9PURslPP/0k7CtNPwoVKoRcLte6KWfvASpXrkybNm0ARehJpdg3NEaNGsWHDx8AhWnODz/8kGb9x48ff5GzaXpER0cLuQeUDrPr1q1TM99SJSoqirFjx36Va/fo0YPatWuTL18+GjVqhJOTEwsXLmT69OlcuHBBr4RtIiL/Zfo2SHulTVXc/zmwBhItMe0ndqjIb10r6WWTb4hIPv2+C/vp/Z5LDX9OOS46nklNljC21jx8n6QMyC7vu8u42vNZOjTFmsDQVyRFgS8i8oWsW7cOOzs7EhIS9AotuGTJEgICAnBxcWHFihUax2fPni2I/pUrV3Lp0iWNOhkhKSmJtWvXpllHaXttb29P6dIZdxxavXo1+fIpwpj+/vvvevsPpIXyy1OfL1HVOtrqHzhwQIjSo+pnkBZbtmz5puYyK1euFJyLW7duDUBAQAA9e/ZUc8JWMmnSpDSdkfUlKSmJ1q1bU61aNY4ePYqfnx+hoaF4enoyadIknasayoFfXFzcF/dBROR7JrW4TythVXYX+d8bifFJRIVGI0uWExkaI5SHBigCBAT7pwQKEAW+iMh3TrFixdi7dy82Njb89ddf7Nu3T2fdY8eOMXnyZPLly8eRI0e0Zhm1sLDg3LlzuLu7k5ycTJs2bdJNLJQe06ZNS7ONNWvWAPC///0PE5OMr3zkyZOHS5cuUbBgQaKiomjUqJHgOPq5hIaGAhAZGZluXdXoPalnwIODg4VVEaVpjmoEGm34+fmxdu3aDA12VCMQpSeCnzx5wqpVq6hZUxEPu2bNmjRu3BiAw4cP4+HhwdatW7l37x4nT56kc+fOXLp0iS5dUkzdVJ9LfHy8zmvFxsaqvd64cSOnT5/Gz8+PO3fu8PTpU549e8aLFy94/fq1zlUoZWhXLy8vgoKCiI6OZvjw4cLx6OhoAK2DE119ERH53siIuFciinzDwcbRiil7hzJ2Qx9KVy8ilDcfXJsRy7oybkOK0216gQ6yGsNfLxHJNJ7vH49lrqLC65hAbwC8dqTY0MmSFT/ePqfm8cFzf5p1QRFF5/31jYR6X9asu3MEUiNTtfKYQG+1RBgp7Y5Ui6Kj7XrKKDrK+5AlZt5MY8OGDbl69Sp9+/alS5cujBo1imHDhlGsWDHkcjmPHz9m9erV/PXXXzRs2JD169cLccK1kTNnTi5dusTMmTNZvHgxDRo0oF27dowYMYJKlSpha2tLdHQ0N27cYN26dbx9+5Y8efLQs2dPre3FxsbSsGFDhgwZwsCBAylTpgxGRka8fPmS2bNns3HjRkaPHs24ceM++xkULlyYW7du8b///Y/169fj4eFBjx49GDJkCGXLlsXS0pLw8HAuXbokmPG4urrSrl07tXZkMhlHjhwRYqaHhoayYcMG+vTpo9X+/Pr161y8eFF4rXQUVor4ESNGCKY5v/zyS5qz4NHR0Vy6dIlx48aRO3fuDNnoK5OIgSLOfokSJTTCRQYFBfHPP/8wYcIEOnTooPYDsXXrVho1asT9+/d5+PAhvXr1Eo45OTlx8eJFIW59cnKyEFoTYM+ePWrv/b1794QkXocOHaJ///7C81AOPtatW8e6deu03kvx4sWZNWsWHTp0EMqqVq0KKAYWRYoUQSqVCrkEHj58KDhanzlzhvHjxwuJ3xITE4WMzx8/fuTy5cvUqlUrzWcpIpId+RxxryQ72uT7nJhDXJgiUWNGfs8NHRc3zcSPxiZGBh8WMzWGPfwQyVRMbZ0wtXMWNqFcpczcTmGGITU2T7eurnKpsUI0mdvlS78NWycALHIUTLeuRY6CavdhYq05O/4tKVu2LLdv32bPnj18/PiRZs2a4ejoSI4cOejQoQPx8fGcPn2akydPpinulVhbWzN79mxevXrFsmXLiI+PZ8iQIRQsWBA7OzsKFCjATz/9hImJCbt27eL169cMHDhQo51SpUrh4+PD8ePHsbKyYtCgQTg7O2NjY0OtWrUIDQ3l9OnTLFmy5IufQa5cuVi9ejVPnz5l5syZvHv3jh49epA3b17s7e0pXLgwU6dOpUCBAhw7doznz58L9vsA27dvx9LSkjZt2qiFdxwwYACWlpZqPgk3btzA0tKS6tWrq8VXnzp1KtbW1gwfPpyzZ8+ya1eK4/eKFSt0Jsuys7PD2tqa5s2b8+TJE8qVS3E410VsbCwnTpxgypQpaom6JkyYgJmZGXZ2dkLbZmZm5MqViwEDBhAUFKQmnpXP7tq1a0ybNo0SJUpgampKnjx56NevH7du3RJi3fv4+GBhYcGGDRuEc3v16oWFhQXx8fGUL18ed3d3YSb95MmTWFtbc+bMGQBGjhzJoEGDcHV1pWDBgtja2mqs2jx//pxOnTpx48YNoaxatWrMmTMHBwcHcuTIwcqVK2nRogX9+/enXLlywuz8rVu3yJEjB7///rvwfv79999CO7Vr16Zt27bpPlsRkezEl4h7JdltJt88pytGpgp/HWunUlg5uQmbEtUy5e+5SOYgkRu6EdF/mIiICOzs7AgPD8fW1lbv8+Li4vDx8cHV1TXdGUhfX19KlChJXNz3uXRubmHJs6dPcHFxyequiIgYBE+fPqVfv36cPn1aSJCmRCaTERMTw8uXLxk6dCjVq1dn4cKFWdRTkdRk5Ltd5Ntw9+5dKlWqxNW57XAvnBPQT9zvvOxN/6XnmdTRnSld0s4VoppAq4m7CzUmHODOnTsZim72LVE+A7euy4Uw2BWHH0ZqnDKD77VjBFZObhSsN1Io+/jwKL7nlxrUvUDK/VRrXZ7OE5pil1PxvZiUmMyxNZdwcLKjlsqKypvHflw7dI+SP7iybPj2TL2fjOhC0UTnP46LiwvPnj3NUJKm7ETOnDlFcS8i8onIyEhatWrF9OnTNcQ9KGxKra2tKV++PN27d1czOxIREdEkozP3s/d64pLLhj71S+iso2qu4x8So7OeyNfl+j/3sctpTecJTQG4d+4pB5cqzAvL1CyKQx6FoN46/Qgv773F72VglvVVH0SBL4KLi4sogkVE/gPMnTsXb2/vdJ2MExIS2Lp161cx2xIR+V7JiLi/76OYRGv7QyGGr1JERtNX5ItkDjaOVpStU1x4XbhcfpyL5CKHs51aTPwqzcsS9D6MklVceXzFcP0KRIEvIiIi8h/hyROFw1v//v3x9fWlS5cuODun+LQkJydz7do1Jk6cSM2aNQXHWhEREXWO3HrNnH2eeon743d8WX5UEVXs57YVyGlrobfI9w+JYe2pJzrrZCXRH54T80GRlT3y/QO13DMxgd7IkhOIeHc/pezji0zvY0YYu643BUunBPNwdLZj5rHRGvUa9alGoz7VePPYj32LTmdmFzOEKPBFRERE/iPMnj2bR48e8fz5c8aMGcOYMWNwdHTEwcGB5ORkAgICSE5OZtq0aUyaNCmruysiYrDM3uvJwEb6iftuC05TrmAOPH2CkUgl/DmwBoBeIr9vg5IGK/B9zy8V9l8cmqxxPC7El+f7x2dml0RUEAW+iIiIyH+E4sWL8/DhQzZt2sTevXu5d+8eoaGhJCcn4+rqSseOHRkxYgSFChXK6q6KiBg0bX8opLe4b+JegFaVCzJ4pULQSzMo8g2VIi1+JybwJf43t1K6x2q1GXyvHSOxdnbDpW5KKOugJ2cIuLU9K7qaIZQZ21PHuZcly5AaZZ/gk6LAFxEREfkPYWpqyuDBgxk8eHBWd0VEJNvyc9sKeov7v8c0YP8NH7Xj34PIN7XJhSxREYHPzC6vWhQdc/u8mNnlxdw+X0p965yZ3seMkhifyLT2fxH2MZL/7R6Ck6uiz3dOe/HXj7v4oWVZBs3rCBh+JltR4IuIiIiIiIiIZABJBsS9qYlmgj74PkT+90ZMZDx+3oroOAE+QYLAf/3wPbJkGS9uvxHqigJfREREREREROQ/gL7iXoko8g0Lu5zWjF3Xm9CPkZSrmxJRp/ng2tjmsMatqqtQltqEx9AQBb6IiEi2ID4+nqSkpAyfZ2xsnG5YSBEREZEvJaPiXkl2FflvL60myk8RHcj7yFSNKDoxgd4kRKXEio94ey+zu/hZlKlVTKPMwtqMRn2qZUFvPh9R4IuIiBg88fHxPH78GJlMluFzpRIJpcuUEUW+iIjIN+Nzxb2S7CryRQwXUeCLiIgYPElJSchkMgrltsHc1Ai5HN4HRxMdl0i+HFZYW5hoPS8uIZnXHyNJSkoSBb6IiMg3ISPi/tqTANwLa3c21SbyyxXK8fU7/JUoUHsIcSG++JyaR9GWU9WcbL12jMDKyY2C9UYKZR8fHlULrWlo3DjygNwFc2BhrfitkMlkXD1wD4fcNmqz+oFvQ7l7xov8JfJkVVf1QhT4IiIi2QZzUyMsTRVfW0Wd7fD5GMH7kGgK57HFztI0nbNFREREvi4Znbmf9PcNCjvZ0qyS9uzxqUX+xA7uX73PIto5ueEqxiZGdBjbCIAHF56z8dcDACy+OgG7nNYArJ+0n+e3XlO2jqYpjyGR5QL/3r17XLx4kaSkJMqXL0/9+vUz7Lhw9epVrl+/jomJCVWqVKFatYzZSclkMs6cOYOnpyc2NjbUrFmTcuXKZaiNhIQEjh8/zpMnT3B0dKRBgwYUKVIkQ22IiIjoj1QCrrlt8fkYwasPEaLIFxERyVQyIu5fBYQDUK1EHrotOM2OnxvpJfJn7/X8+h0X0YpEKqFQ2ZSwnk6uObG0Ncc+tw2WNikrwMUqufDi9hsKlHDi4UXDzc771V2Af/zxRyQSCX379k2z3ocPH2jRogWVKlXi+PHj3Lt3jy5dulC6dGnu3Lmj17VevHhBtWrVaNiwIZcvX+b69es0bNiQatWq4e3trVcbN2/epHTp0nTq1Ik7d+5w6tQpPDw8aNmyJR8+fNCrjePHj1O4cGEGDx7Mw4cP2bdvH8WLF6dfv35ERUXp1YaIiEjGUYp8W0tTXn2IIDwmIau7JCIi8h/g2pMAvcX9rRcfWXDgPgAzelShiXsBui04zfE7vjrPUYr8tj8U+tpd/2okRAYSF+YHQHy4H3Fh71U2P42yhKigLO5x2vxv92AqNSolvHZyzcnSfycx48goTMxSzEA7jGnE2sdTqdy0TFZ0U2++6gz+0aNHWbo0ffsqX19fatWqhb+/P8eOHaNJkyYABAUFUaNGDWrXrs3JkyepWbOmzjY8PT2pX78+oJjBr1ixIgAvX76kWrVqVK9enUuXLlGyZEmdbZw4cYK2bdvi7OyMp6cnhQsXBhSiv06dOtSqVYtLly7h5OSks43169czePBg3N3dOX78OLly5QLg0KFDtGvXjmfPnnH69GmsrKzSfS4iIiIZR5zJFxERyWwm/X2DZhVd9BL3rWYcI38OK7wDIjAxNuLvMQ3otfisXjP5P7etwMF/X3+ju/gyXh6dJuw/3jZE43iE7x0ebemfmV36IrRZj+iyKMkOGW2/Wg/9/f3p169fuvUSExNp3bo1vr6+jB8/XhD3ADlz5mTFihXExMTQtm1bAgMDtbYRGhpKy5YtCQsLY/78+YK4ByhSpAizZs0iMDCQNm3aEBcXp7WNV69e0alTJ+Lj41m7dq0g7gGqVKnCuHHjePHiBV27dtWZzODatWsMGaL4UG/btk0Q9wBt2rShe/fuXL9+nWHDhqX7XERERD6f7DiTHx8fT3R0dIa2+Pj4rO62iIgIClMbfcV9KRdHxrYtL5SbmihEvj4z+Wkl1MpqXOqNJmeppgAUazOT4u3nCRuAuaOLWlnO0s2ysrv/Ob6KwJfL5fTu3ZscOdL39l68eDH3799HKpUyatQojeMNGzakWLFiBAcH89NPP2ltY/Lkyfj5+eHg4ECfPn00jvfs2RMbGxueP3/OjBkztLYxcuRIoqKiKF26NA0bNtQ4PnToUCQSCRcvXmTdunUax2UyGYMHDyY5OZlmzZpRooRmOCulsP/77785ffq01n6IiIjoT2xCss5j2Unkx8fH8+jxY548eZKh7dGjR6LIFxExAGb0qKK3uD80uSnmpuoGExkR+YaKVZ7i2ORX+Cva5CuHbf7ywmaZqyg2+cqrl+U2bKdUgKTEZBYO2Mzk5ksJ+eQ3AfDkxivG1Z7P3oWnsrB3GeOrCPz58+fj6empVQirEhcXx/z58wGoVKkSefJoDzHUtKliRLhz507evHmjdszPz4/169cDisGAiYlmeDxzc3Pq1q0LwPLly4mOjlY7fvv2bY4fPw5A8+bNtfYhf/78lCmjsK+aN2+exiz+/v37efz4cZptVK1aFXt7ewDmzJmjtY6IiIj+vA2MIjped7Kr1CI/KjYxE3unP0lJSchlMpBIMbaww9zRRdhMrBQTJeYOBdTKJVIT5HL5ZyX7EhER+bqYGOsv7m0stJsMfg8i/3sjMiSax1e88X8ZiM+Dd0L5g4vPCf0QwfVD94Wyz8nLkpl8sQ3+rVu3mDJlCnv27CFfvnxp1j1y5AhBQQonCw8PD531fvjhB5YtW4ZMJmPDhg1Mm5Zi57V9+3YSEhL0auPw4cNERESwe/duNfOhTZs2CfvptfHw4UO8vb25cOEC9erVy1AbRkZGeHh4cObMGc6fP8/Lly8NMrKOr6+v8L58b+TMmRMXF+32jSLZDzMTI7z9wynqbIeVmfavL1Wb/PfB0VrrGBISqQlS45QIDfIkxfeb1NgMJCrL8xLDXaoXERFRoK+4V6IU+frY5It8exzy2NJvVjtCA8IpXy/Fh7PpgJpIgLJ1igtlGY34mNl8kcCPjIykW7duDBkyhNatW/P69es06x87dkzYV7V5T42qY+yZM2fUBP7ntqEq8D+3DaXAT0hI4OzZs3q3cebMGeRyOefOnTM4ge/r60tJt5LExsRmdVe+Cebm5jx79kwU+d8JBXJa8T4kRm+R7+0fTlScYc7iAyCXkRgdhFyW0sekuEgAEiI/qol6efK3MTkKCAigbt26SCQSLly4oHNlNbvzX7lPkawjo+JeSXYV+f63dxHpq4h66HthBRKjFIuKmEBvYgLVoxmGv7mVqf37XGp1qKhRZpfTms4TmmZBbz6fLxL4w4cPx9raWjC7SY9///1X2C9QoIDOes7OzsK+p6cnSUlJGBsbI5fLuXnzZobbuHUr5UMVGBiIj4/PF7Vx//59wXnXwsKCnDm1Z6XT1sagQYN01s0KgoKCiI2JZdD8juQtkiv9E7IRfi8DWfvLXoKCgr65wFeuNm3atImHDx8ilUrJnTs3derUoVWrVhQpUoQpU6awb98+4RxbW1siIyM12pJIJJQpU4YHDx4IZe7u7ty/f1+rw7etrS3h4eFqZf7+/sybN48jR44QEBCAubk5xYoVo1mzZrRo0YIHDx4QFRXFyJEjNdpT5dGjR/z999+cOnUKPz8/YmNjyZEjB1WqVKFLly60a9cOSQZmll+9esWmTZs4ffo0T58+JTk5mVy5clG0aFE6d+5Mp06dsLKyolKlSly4cEEwcVMilUoo6myLt3+Emsg/d+ka/xw/zdFT53j1Wv9l7jp16nDhwgW9638rZIkqwQDkimXf5KQ4JHz7WfurV6/y7NkzAK5cuUKHDh2++TUziupnzNzcXMhKHBUVRXJyMhKJBFtbWwCSk5PVwhN7enpSoUKFbHGfItmXzxX3SrKjyI8L8iE5IQaAqAAvpEaa9xwd8ETYT4gIyLS+iXyBwN+6dSv79+/nzp07eqWAl8vlvHr1SnidN29enXVVf9RjY2Px8/PDxcWFgIAANXt6fdt4+fIlcrkciUSiFh/f2NiY3Llz69WG6nmq+6oCPiNtGBp5i+SiYGndz1NEN3FxcbRt25abN2+yaNEiOnTogLW1NS9evGD9+vV06NCBxMREKlWqpHZeREQEb9++pUOHDsIAsm7duuzZs0dj0Ojp6UlgYCB9+vQR/EcqV67MgQMHNEzjbt26RfPmzSlRogQ7d+6kQoUKJCYmcvnyZWbPns1vv/0GwLJly3TeU0xMDD/99BMbN26kV69ebNy4kXLlyiGXy3n+/DmrVq2iS5cuVKxYkU2bNuHm5pbmM4qOjmbixImsWrWKkiVLMnbsWJo0aYKzszNyuZz79++zdu1axo4dS+7cudP8XzGSaIr8+rWrU792dab8MhqnEh7IZDJqVavM/u0befY+jJIlSwqhamNjY/Hy8jKM6FYSKSaWjphYOQhFyXGRxEcEYOHgojaDHxv85pvM4jdt2pS2bdsK+4ZK7969mT9/vtp3dt26dbl48SIuLi5qK8jBwcEsXLiQ2bNnC2XZ5T5Fsh8ZEfdeviG4F9Y+KahN5Ds5WH6rbn8xrk0nEhfii8+peZTqugKpccp9e+0YgZWTGwXrpUwifXx4FN/z6YdSzyq8rr8kX/E8GKs4Tz++9hIbB0tc3FK0XlRoDF7XX+KQxzYruqk3n2VA9OrVK4YPH87SpUvTjDOvSlhYmFrISmtra511Uw8YwsLCAMUSqyr6tiGTyYSZUtU2LC0t05x9VG1D2YfUbaTVh7Ta0EZ8fDwRERFqm4jh8/PPP3Py5Em2bdtG3759sbGxQSKRULx4cebOncvFixexsLDQem6BAgXo3r278PrHH3/UuSKUK1cutRWgHj16aIj7yMhI2rRpg62tLSdOnKBSpUoYGRlhbm5Oo0aNOHv2LGPGjEnzfj5+/Ejt2rVZu3YtK1euZMOGDVSoUAGpVIqRkRFubm4sWbKE/fv3c//+fWrUqMGVK1d0thcUFETt2rVZvnw5vXr1wtPTk379+pE3b14kEglSqRR3d3dWrlzJ/v378fPzS7N/kCLyzU2N8fYPFxxvczg6kCunI6CwjzQ3N8PMzAxzc3Nhc3BwoEaNGmzfvj1Dqw/ZmeTkZJ3JB62srDhw4AAHDhww2Hwdbm5ubNy4Mc0JGVVy5MjBrFmz6Nixo1CWHe5TJPuR0Zn7n9Zd5daLjzqPp3a8vfZEnPXOLPbMP8WxNZeE14+vvWRR/83M6LiKyJCUyeU1P+9h1ZjdnNx4NSu6qTcZFviJiYl069aN5s2bM2DAAL3Pi4mJUXttaan/qFQpdL92G59z/tdqQxuzZ8/Gzs5O2NIyH/ra3Dz2UKMsOSmZub3W07/EFOb0WEdykmaIwgu7btG/xBT6l5jChzfBGsc/vg0Rjp/deiNLrvEtCQ8PZ+3atdjZ2dGsmfYYv9WqVWP69Ok621CaFqTe14adnV2adbdu3Yq/vz8tW7bUOviUSCQsWLCAsmXLam0/MTGR9u3bc+fOHXr27JmmSVmrVq0YP348oaGhtGnTRs30TUlSUhJt27bl7t27VK5cmbVr12JsrHvhsEGDBmmuLKiiS+Sb67GiCFCmTBmKFi2qV93szvbt29P1kTJk2rVr91kObZ06dfoGvRERUZARcf8hVCEQCzvZ0mrGMb1F/qS/M/c37b+Og1PKb6yNgyVSIwnWDlaYqPh7Oea1BxR2+YZMhr8xp0yZwsePH1m9enWGzjMyUg8ppS28pRJllBwlpqam36SNtM5P3Yby/K/VhjYmTZpEeHi4sL19+zbN+l+T4+uu4HnmiVrZz3UX8OzmawCe337DhIaL1Y7fPvmYLb/9I7ye1PhPEuNTnAUT4xOZqHLOthlHs+Qa35KnT5+SkJBAdHQ0wcGagw8lgwYN0vlZURUu6YkY1ePaZp+Vdvu+vmmlQJcydOhQrcf++OMPrl69ikQiSXNQomTSpEk4OjoSEhKiNSfFokWLuHpVMcsxd+5cjf9hbfTr14/y5cunWw90i3x9mTBhQobqf33kgAzkcmFL8bOQq5Ur6mac9+/fM27cuK/V4Szhc/vfsmVLvVeZRUQygpdviN7i/oVfGHP33QNg0YDqlHJx1FvkVythuM7g8uREZMmJKftJCSlbcoJGmVxm2CF+x6ztreZg6+LmzKLL45l98kfMrVImjnpPbcWCiz9Tq2Mlbc0YDBkS+GfPnmXx4sXs2LFDbSZRH2xsbNRe68owq+2YcqbyS9pQnqvaRlrnpz6uOlv6NdrQhpmZGba2tmpbZrJr3gm11+GBCke19U8VQi/EX92R88CfZwCYd3YsZWoqZkL9X6WE2/T3UeyXrlmU+efHZdk1viXKz0JSUhL9+vXTmYTIzs5Ob9H6Nfpz6NAhtm3bprNe7dq1NcpCQkJYvFgxWKpRowaurq7pXs/CwkIwg7h8+bJaQrfo6Gjmzp0LgJOTk1qY2bSQSCQZso9PLfJ1JJ7WSpbP4MvlJEaHCBEnYgK9SYj8AEBM4Eu1cnlyxqMBvXnzhkaNGunMCp5dcHR0/KzzLC0tMTc3/8q9ERFRmNroK+6bTj2KhalicsPSzIRDk5vqLfJn9Kjy1fv+tXi6Zwxvzip+MzxXt+fuylbCFhfiS5DXCbWytxdXZnGP08Y2h6bpno2jlZq4B5AaSXF0sjN4E0+9BX5QUBC9evVi6tSpVK1aNcMXsrKywsEhxZEsdfIpVUJCQtReKyOg5M+fX61c3zZy5col2ECrmr2kdX7qNlSjsHyNNgyRsrWLay0fUPI3reVu1RQhP8c3WMSjKwqnSEeV5S373IoByuMr3vxSb2GWX+NbULJkSQoWLAjA4cOHqVq1Kvfv39dad9WqVd+8P0rnQblcTs+ePRk1apRaRBElZcqU0Yigc/DgQcFXJSP/46rCfevWrcL+gQMHhM9/48aN9b8JUrJR64uqyE9MTj/5yOrVqzVMVqpVq4ZEIlHbjI2NCQ8Px8/PDyMjI7VybYO5J0+e0Lt3b1xdXTEzM8PFxYWRI0fy8aP2H/GEhAS279xF7779adCwIY2bNGX4iJH8+++/mNrkwczWicVL/6JKlSpUrlyZypUrqzmI+vn5YWxsrNZn5X2dO3eOOnXqCMENrly5gr29Pfb29mrmlZ6engwbNgw7OzudZjx+fn5MnDgRNzc37O3tyZMnD61bt9aZofvdu3dMnDgRR0dHXr9+jVwuZ8WKFZQoUQIrKysaNmyY6UEH0rrPuLg4Vq9eTfHixYUcJ7dv36ZevXpYWlpSokQJduzYIdT/8OEDQ4YMIU+ePNja2tKlSxdCQ0O1Xlcul7Nt2zbq1KlD7ty5sbS0xMPDI93EkCKGTWEnW73FvZ2lKePbuwvlNhameov8tBJqZTV5q/bG1kUxi12wwRhcG48XNgAjU0u1MnvXalnZ3f8cegv81atX4+/vz6+//qrxI6jcVGf8Nm/eLJRPnToVQMgMC4plY12ozja5uroKdu6p7dL1bUP1uiVLlhRsgGNiYtJ0fNXVhr73kVYbhoaRsZRuv6rbkM88PjrN193/p57Bt+2o+lirePzbOlrRemSK+DM2McqSa3xLpFIpy5YtE0by9+7dw8PDg1GjRmVJ8rD69eurORYuX74cNzc3tmzZojXEpipnzpwR9kuXLq33NVXrquaHUG2vYkXNuMJpYWVlpdWcJyFRt3hXinzlpEqyTPf9Pnr0SKPs2rVrHDx4UM134e7du9jZ2ZE3b1727NkDwODBgwkPD9cIBrB7927at29P37598fb25vXr19SoUYMVK1ZQuXJlje+KoKAgBgwYwLlz55nz51qu3X/Num0HefrkCSNHjmTL5o0Ymdsw+Y9FXLz9nGLFNAeuefPmJSEhgRkzZmgcq1+/Pq9fv2bixIkA1KxZk7CwMMLCwli/fj3h4eF0796devXqsWrVKp0+QlevXqVChQoEBwdz+fJlwsLC2LlzJ/fv36dx48b8/PPPQt3w8HBGjRpFyZIlmTt3LqGhoSQmJtKpUyfGjx9PZGQkMTExnD17lpYtW2ZKVt707nP+/PkULFiQoUOH8uLFCwA2btxIzZo18fb2Ji4ujufPn9OjRw/Onj3Ly5cvqVy5Mvv27SMpKYnIyEh2795Nly5dNK6dmJhI586dOXLkCNu2bePjx4+cOHGCwMBABg0alCE/NhHDYtGA6nqL+2O/t8DOWv37IiMi31CxK1SFHCUbAJCjRH1ylGwgbJa5iuJYooFamW2hylnc4/SRJcvYNOUQiwZsJio0xd/yzWM/ZnZZw+nN17OwdxlDb4GfmPjlyWLq1q0r7KuGzEyN6rFatWp91TZMTU2pVq2a1nr6tlG4cGFhNj48PFxjxUGfNgyN/+0eomH/7Vw4FxuezWCd1zQ2PJuBc2H1OPlSqVQ4vv7pdDWhraTtqPqsfzqddV7TWPNoapZc41vTqlUrtm3bJqwSJSUlsXz5cooUKcLs2bPTNeP62mzdulVNbLx7944+ffpQsWJFNQGeGlUnWdXVtvRIPehW+p14eXkJ5WnlisgIvoGRxCVqOmIrMZJIMDFSvP+xCUnEJqjXTUpK4tSpU2zevFnjXIlEQps2bfj777+FssOHDwv7+/bto2PHjqxatUojCsv9+/fp168fu3fvpn79+hgZGeHs7Mzff/9NkSJF8PX1VTM7SkpKYvz48QQFBbFi9UaKFi+JRCKhZKmy1KhdF4ClC2cSHaVYUcmRMxc1a2maVYHif+RznEnt7OzYvn272sx0aj58+EDbtm0pXLgwa9asEd7HevXqcfToUUxMTFi4cCFLliwBFCZiCxcuVFvJGTduHHXr1iUkJAQ/Pz/hes+ePUvz8/i1SO8+e/fuzblz54RB+oEDB3jw4AFv377l7du3PHnyBCcnJ+RyOTNnzmTo0KGsWbOGwMBAgoODhVCcytwOqkyZMoX379+zbds2YQW6du3awirBhg0b2L9//ze6c5FviaWZbv+71OJeV6jL70Hkf2+EfYzk0u7bPLrizZMbKfrt2qF7vLz3lmNrLwtlMln6q8VZid5KaOTIkTx58iTNTXXGrm3btkK50hSgffv2wvE7d+7ovNbjx4+FfdXZyKxqw8TEhDZt2qgda9eunV5tKEVO7ty5tdo9ZwekRuk4fhpJ07RFk0gkerXxra/xLenWrRv37t2jfv36QllERAS//vorpUqV0mnKkJqWLVsKZhTatpYtW6bbhpmZGTt37mTr1q1q2Trv3btHw4YN6dixIx8+fNA4T9VJOL3wr6qkrqtsR9Vk4WsJfKlUwgu/8DRFvpJ79+5TuLQH9erVI1++fNjb22NqakqTJk20JhhT0rZtW0aNGgXA9OnT8fLyYt++fdy5c4eNGzdq/RxOnz6dcuXKaUQnMjY2xsPDA4CjR48Kz2Tnzp08fPiQVq1aY22tborUrHlrjI2NyZEzF8bGJmpt6UKfXCS6SMvXYvLkyQQFBdGvXz+N+y5TpowQenPKlCmEh4cjlUoxNTWlRIkSQr2RI0cycuRIoY9du3YV8oeoDgK/NbruM0+ePJQuXZocOXIA4OHhweLFi8mVSzHZUKJECSET+oMHD9i5cydNmzYVnsfYsWOFe3vyJMXBPzAwkCVLltCnTx+NSQfVSSbVAaVI9kdfca9EFPmGhYOTLe1+bECdLh6Uq5OyatqgZ1WqtCirZiGQ2ZOJGUXv3uXMmZOSJUumuRUpUkSob2dnJ5Qrf9wrVKggiNwLFy7oNBm4du0aoJgpTx16sFWrVhQuXBhQ2JjqQtlG7dq1NX50+/btKziw6mojLi6Ou3fvAgrxltrJa+TIkYIJga423rx5IyzLDx06VK8IIiLZl+LFi3P27Fn27t2r9r/g4+NDkyZNBAfWtDhy5IhgRqFtO3LkiN796dGjB8+fP2f8+PFqAnDfvn1UrFhRQ1yp2rzHxsbqfZ3UZhZKp0ZV58avsQII4JLLBiM9RX6NHzy4cfUy58+f5/3794SFhREbG8vevXvTdbycN28eZcqUISEhgV69ejF69Gj27NmjdeCTkJDAsWPHuHPnjtZB2eHDhzEzM8PExISXL18CsGvXLgBKlXIjMSaExOhQYatRvTIXLlzgyIlzSJNjhXLk6Q9qPgddg4Po6Gh27twJKL67taHM4RAZGcnBgwe1tlm8uKZpkXLVR5t/yLcivUGQNj8tJYUKFQIUg1nlQECJqampUKZ6P8ePHycuLo5x48ZpfCacnJwwM1PkaMjO4UtF1MmouFeSXUV+0OOT+N9WfEf4396F/62dwhYT6E3gw8NqZcFP9JvoykokEgmthtelz/Q2mFmmmGDldnFk6KLOVGmuPcS0IZLpw49Zs2YhlUrx8/Pj8uXLGscDAgKEpDkzZ87UmLUyMjJi5syZAPz7779avxxv377N69evkUgkapkMldjb2zNp0iRAMaum7UfmyJEjxMXFYWFhwe+//65xvGjRogwcOBCAPXv2aF2qUdrs5smTJ93kQobC/QvPOLDkLEHvtDuMBb4NZe/CUzy+qt1BLjEhiRMbrnJ6y3USE7Tb12bWNc7tuKn12LemQ4cOeHl5MX/+fGEgKZfLGTt2bKaYJKhia2vL3Llzefr0qdpKlp+fH+3atVMzH3JychL2w8PVoxmlhapNs6WlpZC9WTXTtC4nU31ITEwkKCjo0yAnFAezZCLCw7j5+DUfgsN0nieRQIGc6qY0ZmZmdOjQgZ49e6Z5TXNzc7Zv346ZmRl3796lRYsWOnMHvHjxgri4ONq3b691UBYdHU1cXBxxcXHCbL7SEdvCwgLkMpJiQoVNnpSAmZkZ8oQotfJvha6Vsbt37wpBBFQzcqvi4eGh5n+iJL2ZLaWYTk7+NoMWbaQX8SKtPqcX4lgZAlf1fh4+VOQW2bt3r9bPhfIz4enpqe8tiBgwnyvulWRHkR/y7DxxIYqQzB8896ttSlTLogMyL4S1SBYI/Bo1ajB+vMLDevr06Rqz+JMnTyYpKYnu3bvTtWtXrW107dqVrl27IpfLNWJ1y2Qyfv31V0ARo7t69epa2/jll1+oUaMGkZGRLFq0SO1YbGws06ZNA2DJkiXCikFqFixYQNGiRXn58qWazSkolmcXLlyIkZERGzdu1PkDaUjM672BJUO2cnjlBcY3WMTTf9UTFz2+6s2Ehos4tuYyC/tvZtEAdTvmxIQkhpSdxu65J9gx8xhDyk4jKZUAz8xrXN6j23TqW2NqasrPP//MkydPqFGjhlCubcCZGRQqVIg9e/Zw+PBhYab++fPn7N27V6ijKmBVTQ3S482bN8J+lSpVBCH1ww8/COVK58XP4erVqxQqVIhGjRrhWuYH8rtVpna9BtRr0JBW3QamOZMvlWoXde7u7lrLVSlbtiwtWrQAYMuWLUKOgdQoHfXTc7hXRTkoCg+PwMQqJxa5Cgubma1ioGWZs7BaOZLMXQFUvR9dKzrW1tbC50lXiNj/Kp/zuRDJnmRE3L8N1G0emN1EfvH2c4SIORUG7aLC4N3CZpmrKLnKtlIrc6k3Op0Ws5a3zz9oaNL33h8JCVCf8EqIS8T7rm+mTlB8DlliQPTHH38wZMgQzp49S69evfDy8uL+/fv06NGDDRs20LdvXzZu3JhmGxs2bKBVq1Zs3LiRcePG4e3tzY0bN2jWrBlnzpxh0qRJ/PHHHzrPNzIy4tChQ/zwww9MmzaNuXPn4uPjw7lz56hduzbPnz9n2bJlaWbytLa25tSpUxQrVoxhw4axbt063rx5w6FDh6hRowZRUVHs2rVLZ4ZTQ0Imkwliu+8fCn+Deb03qNVZ2F8htvvNbAvAoyveaisXF3beAqBw+fy4llM4lJ3d9m+WXaPV8Dp63v3nExQUpBZFJDV58+bl5MmTwiDx5s1vu6qwYMECrRFilLRs2VIwD0ndH1W/klu3bul9TaUpG6hnDlVdMTh27Jje7WUECehtk6/K8OHDBbMLXezfv1+IIx8fH0+PHj20Okwro3zduXMnTdt+1R8DpSh+8FD7oEFJWKhuB/5vjaojsbYsxUqU95+ZmbezA8rncuHChTTrGbpIEEmbjM7cj1x9hRd+YTqPpxb5Xr5Z9x3wX2PDxP1qUXK87/ryW8vlTG62lJiIlEmOteP3MqvbWs5sMewsw1ki8I2MjFi1ahUHDhzg3bt31KxZk9q1axMaGsqpU6fYuHFjukuiFhYWHDhwgI0bN3LlyhUqVqxIixYtsLW15d9//2XWrFnpLsnmyJGDCxcusHDhQrZv306ZMmXo3r07ZcqU4cGDBxpxwrXh6urKrVu3+OWXX1i0aBElS5Zk1KhRNG3alKdPn9KhQ4cMPRvDIO3npst3IjlJ9ul4SpmRzhi+WX+Nr0VaviCgEEpKc67McMpJrz/NmjUT7KJV+1OlShXB1vr8+fN6J0dSRgHJnTs3vXr1EsrLlStHkyZNAIVzYlrO6KmJiIgQBiJ169YlKiqKW7duEen/guRgH2G7cny33jb5uvDx8dEInfj8+XPGjBnDnj172LRpEzly5ODRo0eCaZ8qRYsWxcjIiNjYWP766y+d15k3b56wkqF0Qj196hSxMTFa6589eZR/r6WYMSo/5+lFbkgvHKq+VKqUkqVRaTapDeWgRtXBXCTlPd67d6/aKpcqMpmMIUOGZGa3RL4iGRH34VGKFS5rc2OaTj2qt8j/ad3Vr91tkf8IX1VtFCpUCPmnVOvKMGBp0bZtWy5cuEBISAjh4eEcO3aMRo0a6X09IyMj+vbty7///ktERATBwcHs2bOHypX1j7Vqbm7OTz/9xP3794mOjiYgIICNGzeqRYFIDzs7O6ZOnYqXlxexsbH4+vqydOlS8uXLp3cbWY1UKqX0p0yxm/53EIBxG/qo1Rm/pf+n44cAcKtaWE0gNuipMMnwefAOnwfvAKjbxSPLrnF45QX9bv4L8fT05N9//02zjnKwWbNmTY1jqoIsPXGmT93Vq1enKwK19UcikbBq1SqkUimJiYn8+eefabYBCjtjZfSsxYsXaySnWrFiheCHMHToUL1mK5OTk/nxxx+1PqvUmBhJKZbX7rNFfnJyMsOHDxdmW0GRH6Njx44sW7YMV1dX8ubNy5o1awCFyZ5qtDBQzMYrw/f+/vvvnD9/XuM6L1684NChQ0LmXKXpT0hICIsWaJptBQUFsXzxLGrWbSCUWVkqZtS1+TOoCkhlmFIlyv+fjIZrzZs3Lw0bNgQUUX9Stwvw9u1boqOjKVWqlJpJVmah/B/4WoOar0nz5s0xMjIiLi6Ozp07a/VrWbx4sV4Zo0UMj7eBkXqL+4DQGObtV/haLB1cCztLU71FfmGnzM1o/19mwNz2NOqTEuGqaEUXph8Zyczjo7G0tRDKB83ryK87B9Gwd8aTvmYmuuOuifznGLe+D4+vevP0Xx/qdPYgZ371WOglf3Bl3tmxXN53lyIVCqiFkAIwMTVmzcPfubDrNslJyTTo8QPGpuofscy8xr9HHnBlf+Y4sPXs2ZMLFy5oHdTFxsaydetWjI2NmTJlisZx1XCSaZl4QIpdL6AzMZGXlxejR49m6dKlWlcMLl68yPPnz6lQoYKaWQ4o7Ob//PNPRo8ezYIFC2jfvr3aTK4qMTEx9O/fH5lMxtixY4WIKqoUKVKEw4cP07RpU27fvk2bNm3YuXOnzjCc8fHxjBgxgv79++s9QFaK/Bd+4QqRH68QovoMJiZMmEDx4sXVnPn79+9PgwYNaN26tVDWvn17unTpwq5du+jduzeenp5qIUinTp3K+fPniYuLo0mTJgwfPpwOHTpgYWHBjRs3mDVrFkuWLBEGVv3792fZsmV8/PiRPTu3EvTBj44dO2Ftbc2jRw/YsGEDnTt3QRrzkdgYhaAv6KIwSfP29mbv3r107NiRxMRENm7cqGZ25eXlRfHixYVrKQddXl5eBAUFYWFhwS+//MLKlYq08TEqKwipbe0XLlxI5cqV8fPzY9GiRULSLCXbtm1DIpGwYsUKtXLVz3FatvkZidakDeX/TloJC5WkdZ+qZdr6q4wUpW2QAymfNdV2CxUqxIABA1izZg03b96kQoUKTJw4kSpVqhAeHs7OnTs5cuRIpoYKFfl6jFx9hZy25nqJ++bTjgo5OXJ8Oqf5tKM0nXqUE1NbUCyvvdZzbSxMWTSgOo1+0z96WmbyfP9EkhMUQUrure2C1CglrG9SXDgxgd6EvrikVmbI5C+WR8PyI1/R3Br1TM1NKOruwpvHfpnVtc/CsIN4imQafi8DefPYD2t7SzyalCY6PJY3j/00tujwWCo2dMMup7XW4+9ffKRYRRdKVnHl/YuPWutk1jXcqhVJ/8a/Et7e3pQpU4a5c+fy+vVr5HI58fHxXLt2jUaNGuHt7c3mzZs1Zjl9fX3VHLTXr1+vFo9eleDgYGEmGRTi6u3bt1rrrlixgurVq7Nv3z5hIBASEsKaNWto3749bm5uHD58WGvo1lGjRrFy5UqkUilNmzbl+PHjWu+3cePG3L17l6lTp7Jw4UKdz6Z27dpcunSJ8uXLc/ToUUqXLs28efPw9vYmMTERuVyOv78/q1evplOnTgwdOjTDSeGUIj8qMoLAIMXze+njS2iY9h+Uly9fMnjwYBYuXEjv3r0BhQD86aef2LVrFw0aNNA4R2mC4u/vT+vWrXn37p1wrGbNmqxYsUJY/ViyZAm1a9emcuXKjBo1im7duqn5J9jZ2TFv3jxhdeP8+XOMGDGMPn16MX/+fCpWrMjA4T9hbOkgbB4eHsKgp1OnTuTNm5ccOXJw+PBhQayDIqxvjx49BNFbtapilikyMpIiRYqQP39+YQVBLperDQ52796tNhterlw5IZrQ//73PxYsWEBsbCxJSUn8/fffzJw5k9WrV6slIJTL5WrJm/bu3avW5ps3bwRRe+LECZ0D1bSQyWQcPHhQaCciIoJNmzbpHNSld5/nzp0TVkaOHDmiJvJjYmIEZ/QPHz5orNZdu3YNf39/AA4dOqQ2kPjzzz+Fz9Lr168ZOnQoFStWpF69emzbto3du3cLnwGR7IW1ubHe4j48JoEJHSoI5U4OlorstnrM5KeVUCurcSxRD3NHRdLPPO7t1TYlqmVWTm5Z1dX/JnIRgyU8PFwOyMPDwzN0XmxsrNzLy0seGxubbt03b97ILSwt5MB3uVlYWsjfvHnzuW9BugQGBsp79eolf/PmjXzXrl3yAQMGyEuUKCF3cHCQm5uby11dXeWDBg2SP336VONcGxsbrX2WSCTysmXLqtWtUKGCznu0tbUV6s2fP19+5MgR+f379+WLFy+WN2/eXO7s7Cy3tbWVW1tbyytXriyfP3++PDo6Ot17e/78ubxTp05yqVQqL1OmjLxv377yQYMGyWvXri03NjaWN2rUSH7r1i29n1ViYqJ837598q5du8qLFy8ut7GxEZ5Ry5Yt5Zs2bZLHx8drPTcqKkp+69Yteei75/LkYB+N7eqJ/fJpk8bISxYvqvZsjIyM5NbW1nI7Ozu5nZ2d3NbWVm5sbCwcd3NzE67RunVrtXN37NghHPvzzz+1PnvVOnK5XH716lV5y5Yt5fb29nJzc3N5pUqV5Fu2bNF5P/8cPiJv3bajPEfOXHJTMzN5yVJl5VP/mC+/efOm/PHrUPnjN2HCdvvuffn+/fvl9erVk1taWsoLFSoknzlzpjwpKUnu4+Mjt7W1lY8ePVr+/PlzjevNmTNH7uDgIHd1dZVv375dLpfL5UlJSXIzMzONezIzM5MnJSWpnf/48WN5r1695Hnz5pVbWFjIS5QoIe/Tp4/83r17avV0tWlqaip//vy5vFWrVhrHjIyM5OvXr0/n05PCrl27tF5DeZ1ly5bp1SflfTZp0kTjmLGxsXzbtm3yrVu3yqVSqcbxQoUKyeVyubxkyZJa7+fy5cvC9RMTE+VLliyRly9fXm5mZiZ3dHSUd+zYUe7l5aX3PSvJyHe7yLfhzp07ckD+z+Rm8pg9g3Rur9b0kJfMZy93drCU31/SSb5hdD05IL86t53OOtrauTq3nRyQ37lzJ6tvXUD5DNy6Lpe7Nh4vB+QVhx+We4w+KWyWuYrKc5VtpVbmUm+0wd2LXJ5yP7/vHyZf/3S6vO3o+vI6XTzkf3lOkW94NkO+4dkM+ZzTY+RVmpeRD13cWSj7ff+wTL+fjOhCiVxugMaLIoBiVsrOzo7w8PAMzfLExcXh4+ODq6trugl9QDGLHBQU9CVdNVhy5syJi4tLVncjW/PkyRNat26Nt3dKXoIBAwawbt26TOtDdHQ0T548wdRYSol89pikkbU4MVnGC79wkmVyCuS05tWHCNzc3NSiwmQ1yvtBIsXE0hETqxRTteS4SOIjArDMVVQRzP8TscFvkCcnGNy9iGQeGf1uF/n63L17l0qVKnF1bjvcC2vP0K06c680wdl52Zv+S89rnKetriqer4KoMeEAd+7coWLFit/y1vRG+Qzcui4nLsQXn1PzqDj8MFLjlOAoXjtGYOXkRsF6KcFKPj48iu/5pQZ1L5ByP7/vH4aNoxU/110AwLA/u1C5WRkAdsw6xunN17HLZcPiK4rQoD4P3zGj4+pMvZ+M6ELRBl8EFxcXUQSL6MTNzY1r167RsWNHLl1S2FNu2rSJfv36qcX4zwxkMjkv/MIpltdOp8hXtcn3TSPmtIiIiMjXJj3BnhqluY4+Nvki3x77PDbU7uxBiF8YblVTciBVb1OBVw/eUaVZSr6YzIiK9yWIAl9ERCRdcuXKxblz55g1axYzZswgMTGRzp07c+3aNQoWLJhp/XDJZcPboCi9Rf6z92EgM+BFSrmMpPgIpEYpX8VJcRGf/kaqOXzJk7U7eIqIiBgGGRX3SrKryA9/fZMov8cABD87p+ZkGxPoTXy4H9bOKXb3Ea/1z6+SVUilUvrOaKNRXrB0XibvHJwFPfp8RIEvIiKiF0ZGRkyZMoWuXbsyfvx4Dh48SJ06dTIcmvZLMDVRj5iTnsh3yWWDt79hR26QJyUQHxGgUZ4Q+SELeiMiIvI5fK64V5IdRb7fjS3C/puzizWOJyfE4HNqXmZ2SUQFUeCLiIhkiGLFinHgwAGePn3K2rVr6dKlCx4eHvTr148qVaqQI0eOb3p9cxMjvUW+sVHmJDv7bCQSTCwdMLF0FIqS4iJJiPyAZa4iqCZriw15gzw5MQs6KSIikhYZEffBEbrzUWgT+YZMyU6LiQ3x5c3ZxbgP2Y9EZQbfa+cIrJ1K4VJ3hFAW+Pg4by+u1NaUQRARHK1RFhkSjYmZMeZWZkKZLFlG2MdIg8y/oYphGxCJiIgYLCVLlmThwoW8evWKefPmkZiYyIEDBzLl2kqRn/zJJj8xOe3EXoaLBJAqnGk/bSlmORK18szKzCwiIqI/GZ25H73mMgGh2rNXg2YIzbcG7EckMTIRzHIkRiZIjU1TNiNTjTKJ1LDnlBcP2sLlfXeF175P/Blbax6TmiwhLjoldO6WqYf5ue4CLu/VPzt7ViAKfBERkS+mUKFCtG7dmoEDB2baNb8fkS8iIpIdyYi4j0tQJEuLikui+bSjeov8kauvfO1ui6RBaECKSWdkaAyyZDlRodEkJaTk2Aj5lLcgPCgqs7uXIUSBLyIikm0RRb6IiEhWEBwRp7e4j4xNYNHB+wAsH1KT8JgEvUW+tblhz3p/T3Qe35jmg2sLr0tXL8LYDX2Ysnco1ioJzQYv6MSwP7vQpF/mRpHLKOInR0REJFuTEZt8g0MuIzE6iOT4lGV4WZJiKTg21BcJYhQdERFDZPSay8QnyfQS921mnuDdJ/vuArlsODG1BU2nHqX5tKNpZsN1crBk6eBatJ6pmU3cEPA5MYe4MEVGb6+dI5AapcTBjwn0JibQm+iAJ2plhoxb1SIYm6hndy9dvYhGPWsHSyo3K8Obx36Z1bXPIpv8CoqIiIjoJrvP5EtNzIUNieJr2cjYXL1cRETEYIiKS9Jb3Hv5hvBzu/JCebG89pyY2kKvmfwctob7v2+e0xUjU8XgxNqpFFZObsKmRLXM1NYpq7r6n0ScwRcREck2yNKIaa9tJt/g0ZLJ1sjEgviIAExtcqtlsk1OiBVn8UVEDITlQ2rqLe4PT2nOy4AIteNKka/PTL6h4uzRBYfC1fA5NQ+XuiPUMtlGBzzRmcnW0Lm87y6hAeE0H1xbmNEPD4rixPorlKtTXC0BliEjzuCLiIhkG94GRZOcRmiy1DP5ScmGHcZMREQke1Igl43OY6nFfeViubXWy8hMvkjmEPohgo2/HuDg0nPcP/9UKD+x/gonN1xl3fh9QplMZtgrxaLAFxERyTbEJybj7R+ht8j3NeAQcyIiIt8f+op7JaLINyxsHK0oU7MozkVy4Vouv1Berk5xHPLYUq1NiqmVVGrYElo00REREck2FMhlzbugKLz9IyjqbIuRRHtseKXIf/4+LHM7mFHkMmSJMcgSUuxskxMUP/DJibGik62ISDYio+JeSXY114n+8JyYD88BiHz/QC3RVUygN7LkBCLe3U8p+/gi0/uYUYxNjBi7vo9GuVvVwiy89EsW9OjzEQW+iIhItsHC1IiiznZ4+4frJfJdctnw6kOE1uOGQnJCjCDqVYkPe58FvREREfkcPlfcK8mOIl/Vnv7Fockax+NCfHm+f3xmdklEBVHgi4iIZCuszIz1FvmmJoa9hApgbG6LiZWj8DopLoLE6BAsHAuqOdnGhrwBA0+NLiLyXyQj4j4mPlHnMW0i35Ap0uJ3YgJf4n9zK6V7rFabwffaMRJrZzdc6o4QyoKenCHg1vas6KpeaLOplyXLkEhVM4ynlBs6hv/rJyIiIpIKpciPS0hK1ybfoJFIkXxK6a7clLGkVcskRiZIpCbpNCYiIpLZZHTmfuz6a0TG6ja3S22THxwR97W7/NUwtcmFuX1eAMzs8mJun09ly6tRZmqdM4t7nDZ/dF7DndNewusAnyBGV53NlJbLSFQZmO1bfJpBpady68SjrOim3ogCX0REJFvy3Yh8ERGRbElGxH1SUjIArwIiaDPzhN4if/Say1+93yLakcvkvH6YYhoZ4BNETEQcft6BxETGC+Uv7vgil8t5+ywgK7qpN6LAFxERybaIIl9ERCQriIlP1FvcJyQm89fxxwD8ObAGXr4heov8qLikr953Ee006V+D5oNrC6/L1S1Ov1ntGLuuN3Y5rYXyAbPb02ViUxr3rZ4V3dQb0QZfBF9fX4KCgrK6G9+EnDlz4uLiktXdEPmGZMQm3+CQy0iMDkKWFCsUJccrUtrHh/up2eCLUXRERAyHseuv8eZjpF7ivtfiszx4EwxAKRdHDk9pTqsZx2gz8wSHJjfFxsJU67nF8tqzfEhNui44803u4Ut5e2k1UX4PAfA+MlUjik5MoDcJUYFCWcTbe5ndxQxRtWU5LKzNhNdSqZRaHSpq1MtVwIEm/Wrw5rFfZnYvw4gC/z+Or68vJd1KEhsTm37lbIiZmRnPnz8XRf53TrYW+SIiItmOVwERHPu9hV7i/qTnW0a2KMuSwwoxXLlYbr1FfloJtURE0kI00fmPExQURGxMLBY2ilFrpUal+H3/MOF4w15VGbepL/V7VBHKft8/jMrNywJg7WDJj6t70n92e+H4mLW9+WltL+H1gLnt+WltL6ztLTL1GoPmdyQ+Pj5TVidkMhnr1q2jZs2a2NnZ4eDgQIkSJRg8eDCHDx/Gy8uLDh06qJ1ja2uLRCLR2KRSKeXKlVOr6+7ujlQq1Vrfzs5Ooz/+/v6MGTOGYsWKYWNjQ65cuahevTozZszg7t27bNq0ieXLl6d7X48ePWLChAm4u7uTJ08ebG1tcXV1pUuXLuzfvx95Bk1iXr16xW+//Ua1atVwcHDA1taWIkWK0KRJE9avX09ERATJyclUqFCBsLAwjfPTupxS5IdHRjN5znI86rUib7EKNGjQgMqVK/PTTz9x5swZ7ty5Q79+/YTzrly5gpGRkdb3YdKkSQDMmDFD53s1fPhwtX74+PhgamqqUe/gwYOanZZI+Rgay8ABAzCzUzilmdk6AaS8/rRJPjnfOjs7a+2LRCLBzMwMZ2dn6tWrx/z584mOjk73Pdm+fTvGxsZq7Tg6OvLy5cs0z+vYsaPGc5NKpbRt2zbda4qIZHf+HFhDb3G/4+dGlHdVdzBVinx9zHUMlQK1h+DaWBEGs2jLqRRrNU3YLHMVJVfZVmplBWoNzuIe68ejyy+4vO+uWlSd2Kh4Tm++ztunhm13r4oo8EUAiP3kQDJ4UScKls7L1IMK0XLm7xss7LuJc9tuAjD14HAKls7LwLkKsR0VGsOSIVvZMGk/AI37Vqds7WKUq11csE9bP2E/fw76m6iw2Ey9Rt4iub7hE0shLi6O5s2bM378eAYOHMi7d+8ICQnh8OHDODg40KFDB0qXLs2bN2/UzouIiMDX15fKlSsLZXXr1uXjx488ePBAra6npycfPnygWbNmQlnlypV59+4d4eHhanVv3bpFuXLluHXrFjt37iQsLIy3b98ybdo0zp8/T6VKldQErjZiYmIYPHgw7u7uBAYGsnHjRvz9/QkNDeXYsWM4OTnRpUsXqlatypMnT9J9RtHR0YwaNYoSJUpw4MABBg8ezOPHjwkPD+fFixfMmTOHO3fuUKBAAUqWLMn9+/e1tvM+OBpZGiI/PiaKYUMG8/ff2+g/YAAv7l3n1KlTbNiwgZiYGBo3boyHhweRkSkZbmvWrEl4eDh9+/YVyvLkyYOvry+zZ88GYMqUKXh7e1O2bFmhjqurK4GBgaxcuVKtD66ursTGxjJ//nwAqlatip+fn07hu2PbZu7eus6TR9rvOTX+/v68ffuWSpUqCWUVK1ZkyJAh9O7dGxsbGy5cuMD48eMpXrw49+7dS7O97t27ExMTw65du3B2dgYgNDSUdu3apTlA2Lt3L1FRUQwaNAiA3r17ExERoX0gIyLynVHKxVHnsdTivlkl7SvI34PI/94ID4pi0cAtbPz1AA8uPBfKj625xI5Zx1g2fJtQpi2spiEhCnwRAJoNqsXax1MxMVVYbbm4ObP0xiRqdayEtYMlVZqXYemNSbi4KQSAiakxax9Ppc+MNjg42ZK3aC5+2zeUrpNSBGjXSc2YsmcIruXyY5vDih6/tcz0a2QGP//8MydPnmTbtm307dsXGxsbJBIJxYsXZ+7cuVy8eBELCwut5xYoUIDu3bsLr3/88Udy5tQeSixXrlyCmALo0aMH+fLlU6sTGRlJmzZtsLW15cSJE1SqVAkjIyPMzc1p1KgRZ8+eZcyYMWnez8ePH6lduzZr165l5cqVbNiwgQoVKiCVSjEyMsLNzY0lS5awf/9+7t+/T40aNbhy5YrO9oKCgqhduzbLly+nV69eeHp60q9fP/LmzSvM+rq7u7Ny5Ur279+Pn59uu8bouER8PkboFPl9ho/joddTDmxfT42atQiKTsbIyIiyZcuyZs0a9u3bpzW9uLW1NUuWLMHKygpQ+G7kz59frU6RIkVYt26d8Lpw4cLkyJFDaz+MjIxo1KgREomEjRs34uTkpLVeTEwMB/fvBmDbpjU67zs1+fPnp0ePHsLrhQsXsmrVKtauXcuzZ8+YNm0aAH5+fjRq1IiAgLRnnUxNTencuTOXLl0S7unhw4f0798/zfMsLCwYNkyxGjdmzBisra3TrC8i8r2jr7hXIop8w8LSxoy8RXNhaWuOk8qqS6Gy+ZAaSSnmUVAoSx0b39AQbfBFAKjSrAxGxka89/5I2MdICpR0wtbRin4z29JvZluhXkRING+fBmCf24Z8RXNTp7MHdTp7CMeTEpN5df8tAIXLF8C1XH6m7Bmidq3MusbL++++1uPRSXh4OGvXrsXOzk5tdl2VatWqMX36dHbu3Kn1uK2trdZ9baia42iru3XrVvz9/Rk9erRWsSWRSFiwYAFnzmh32kpMTKR9+/bcuXOHnj17qg0oUtOqVSvGjx/PjBkzaNOmDbdv38bV1VWtTlJSEm3btuXu3btUrlyZtWvXYmRkpLPNBg0asGzZMgYMGKD1eL4cVrwPicbnYwSuuW2Rqny/PnnmzbFT5yhXuiRVKpQmOj6JF37qqxvt2rVj2LBhWgWvra0tHTp0YMuWLTx+/Jh3795piPwqVapQo0YNrl69yq1bt0hMTMTERHt8+osXL1K9enVKliyp836PHP6HqE+rCcf+2ce4ib9hbaH4WpYnJ6o72crUE+TY29trbVMikfDbb79x5coVTp8+TVBQELNmzWLp0qVa66tStGhRypQpw8WLFwHYvXs3FStWZMKECTrPUfZDV39ERP4rZFTcK8mITb4hkRAZSFyYYkImPtxPzck2LswPYws74lQycidEGX4wDxMzE2YcGYVcLlebDKrUqBRrHv6O1CilTBT4ItmCyNBo+peYolZWpEIBft05CIlEglwuZ37vjTy96aNWZ/GV8dh9cgK6ceQBa8btUTs+ZFEnfmihsCcPD4xkTM15mX6Nb8nTp09JSEhAJpMRHBysc0Z30KBB7Nu3T+sx1S8RbbPLuupq+3JRmvb4+vqm2cbQoUO1Li/+8ccfXL16FYlEwvTp09PsC8CkSZNYsWIFISEh9OnTh0uXLqkdX7RoEVevXgVg7ty5aYp7Jf369dMpRq0tTCicx5ZXHyI0RP4Dr6cAfAgMIiEhASszUwrksubNx0i1NoYPH85vv/2mtf1evXqxZcsWQCFux44dq1GnR48eXL16lYiICE6fPk3z5s21trVnzx66du2q8z7lcjm7d++mcOHCvHr1ivj4OHZuXEafPn2AT5lr0yC9H5cBAwZw+vRpAE6cOJFm3dRUqVKFW7duIZfLmTx5Mu7u7jRu3Piz+iEi8l/gc8W9kuwo8l8enSbsP942RON4hO8dHm1JexXQEFH6FKVGVdxnB7JXb0W+GYsGKESNtb0lDXpVBeDlvbfsmqMQBpunHBKEd+O+1bF2sAQQxPTHtyGC8K7YyA33hm4ArB67h6D3YWp1M+saSifdb4mNjWLgkZSURL9+/YiPj9daz87OjvLly2dafw4dOsS2bdt01qtdu7ZGWUhICIsXLwagRo0aGrPx2rCwsKBjx44AXL58WRCUoLC7nzt3LgBOTk7Uq1dPr3uQSCSC2Yc27CxNKZzHloiYBDVzHRtrhXnNh49B/DhpGjKZDAtTzQFFqVKlyJVLu39G/fr1BbMnXc+vffsUZ29ddd6+fcu///5L586ddd7H9evXefv2LQsWL8XRUTEw3H/gIFJTxcqLmX0+zO3zC1tGKV26tLCf1oBPG82aNRPMfJKTk+nWrRuvXr3KcB9ERP4LZETcJ35KeKWN7Gau41JvNDlLNQWgWJuZFG8/T9gAzB1d1Mpylta+yi3ybRAFvoiAtYMlS/+dRI//teAvT8Vs/qlN1wC4tOcOAH/dm0LXSc1YemMSVp8i1rz3/si26UcAGLmiGyOXd2fUiu6MWN4NgHXj9/Le+2OmX6P5wJrf6lEJlCxZkoIFFTZ5hw8fpmrVqjodRFetWvXN+9O0qeLLVi6X07NnT0aNGkVUVJRGvTJlyjBy5Ei1soMHDwrOp1WrVtX7mqrCfevWrcL+gQMHCAkJAdA5+6uLnj17CoMVbWgT+TV/8MDKSjEoXLNpO03a9+K171ut5//1119ay6VSqeATcffuXa0OxI8epaQnP3TokFZH1B07dlCvXj1y59YdZWPnzp3UqFGTwsVK07ZzTwD83r/jyhXFioeRiQVS05RNGUVHX1RnoD7HfGbKlCnCACUkJIR27doRExOj17nu7u5q0XWmTp0qHNu1a5daRKhChQqpnSuXyzl27Bj16tUTnMH9/f3p3bs3tra2ODs78+uvv5KcrBBKCQkJzJo1i6JFi2JpaUnNmjXTdSwWEflaZHTmfsq2myQk6i/yY+ITddbNaqzyFMcmv2L13CZfOWzzlxc2y1xFsclXXr0sd7Es7nHaLBq4hSc3UiYyQvzDmdx8KQsHbCZJ5T07vfk6Y2rO5dEV76zopt6IAl9EoHqbCsK+maV2MWGmsmRYtWWKWYzPp/TOxSqmOKAUrVAAUKR7DvtkJpHZ1/jWSKVSli1bJoipe/fu4eHhwahRo7IkeVj9+vWFGXWA5cuX4+bmxpYtW9INaalql686+5seqnXPnj2rtb2KFTWThaSFlZVVuuY8qUW+tY0Nc35LsRU/d/kaVeo0Z9WqVVoHObro1Ssl/Kq2Gfrt27cLojQ6OppDhw5p1NmxYwfdunXTeY0XL15w48YNOnXuBEDnHv2Ez9D2rZv07mta3L59W9ivWfPzBrsbN27E3d0dUJh/6fKNSI2npye3bt0SnJZV6dKlC5GRkbRs2VLj2NGjRylXrhwtWrTgwoULyOVyPD09KVOmDOfPnyc+Pp6AgABmz57N9OnTiY2NpXnz5syaNYvY2FhiY2O5evUqjRs31oguJSLytcmIuJd/Wmq8/uwDvRaf1Vvkj11/7av3W0Q7kSHRPLyYEjnn1YN3+L8M5PEVbyJDUiZybh57SHhglIY5saEhCnwRgVObrhH/aUnw1QPtDqo+n8rjYxI4u/VfAPKXcKJGO4UI+HvaYUAxC7dj1jEA6nSpTIGSTllyjcygVatWbNu2TYiUk5SUxPLlyylSpAizZ88mLi4u0/oCiln0Ll26CK/fvXtHnz59qFixopoAT42PT8qXlYODg97XK1CggLD//v17EhIUz97Ly0so1xUZ6EtJLfKHDujN/Om/CoOD2Lg41q9fT/ny5Vm9erUw65sWZcuWFcyptm/frnYsPj6e/fv3s3r1asHhOfUg4OnTpzx9+lTNlCc1f/31F/nz56dq1WoAFHApRLVaipWQf69f4fXr1/o9AB3ExcWxYMECQDEIHTdu3Ge1Y2lpyaFDh8iTJw+gWHVQhv9MDw8PD51maVZWVloFftWqVbl48SLFiilm+ry9vVmwYAEXL17k7du3BAUFUadOHQBWrlzJoEGDaNeuHcHBwbx//56LFy9iYmJCYGAgO3bs+JxbFhHRi8Qk/cW9TCbn7wvPAJjdqyonPd/qLfJfBUR89b6LaKda6/I0GZAyGVKhfknajq5Pv1ntcMiTEtSi528tady3OvW7V9HWjMEgCnwRAAqVzgvAsAoz6F9iCn90Wg3Aj6sVpgPjNvYFYEan1fQvMYVh7jMAhZOsraMVbUfXB+D2icf0LzGFASV/4+YxhSlD88G1sHW0omQV10y9xrT22s0wvgXdunXj3r171K9fXyiLiIjg119/pVSpUmq26WnRsmVL7O3tdW7aRFFqzMzM2LlzJ1u3bhWEGShWFxo2bEjHjh358OGDxnnBwcHCfkbCHaauq2wnNDRUKPtWAh80Rf5Pwwdx9cQ+3MulrCx8+PCBoUOHUqlSJbWZbV0oZ/F9fHy4di1lBu3YsWPY2trSqFEjYaXk1KlTBAampGPfsWMHzZs31xkRKTw8nO3bt9OhQwckyEmMDiIh8iMdVRKh7d69m4TIj2qbPFn3oPXly5eCqdCjR49o2rQpjx49QiqVsmTJEqpVq5buPeuiQIEC7N+/H1NTxcrapEmTdEZhSo2uCEOg+JymJkeOHDg6OgoDAwsLC/7++2/KlCkDKHxMfv31V0ARfnXgwIGMGDFCaKt27drCaoU++RlERD6XKdtu6i3uf1p3lQuP/AGo7ubEjp8b6S3y/xxY46v3/Wvhf3sXvhcUCRN9L6zgzfnlwhYT6E3gw8NqZQF3dmdxj9Omcd/q2OVM+T0zNjGi9Yh61OqgvgJdsHReuk5qhqOTZpJJQ0IU+CIA9J7emtqdKqmVjdvYl/J1SwBQunoRQYgradyvOr/uVIRRNLMw5c/rE7G2txSO58hrx5/XJwomN79s6Zcl18gsihcvztmzZ9m7dy9FihQRyn18fGjSpIngwJoWR44cISwsTOd25MgRvfvTo0cPnj9/zvjx49XE1L59+6hYsaLaDDugZvMeGxur93WSkpLUXpubm6v9BUX4zW9JapFfyb08N8/+w5J5M3B0TElIc//+fapXr87u3Wn/0HTv3l1YBVD1K9i+fTvdu3dHIpEIg4CkpCS19nbs2KGW2yA1GzZsIDk5mVatWgllssQ4ataoLtjsHzt2jIjwYGSJccKWFrt376ZOnTo4OztTrVo1fH196dGjB9evX9fwtfgcqlevLviQJCcn07Vr1y9eZUgL5WpYvnz5NCJLqdrsp7bfB4RkXRkxyxIRySjXn33QW9yvP/OEfg1KCOXNKrnoLfLTSqiV1cQF+ZCcoPDLiQrwIjrgibApUS1LiMg+WWC/B8QwmSKAwiGv7x9t6ftHW511ytctwYZnM3Qet3W0Yum/kwzmGm8e+2XqLL6SDh060KpVK5YuXcqMGTOIiIhALpczduxYypUrR4MGDTKtL7a2tsydO5dhw4bxyy+/sHfvXkCRAKldu3bcv39fEOKqyZgyYr8cEZGyhGxpaSk4dObNm1dwSP348eNn30NiYiJBQUGEhYURZC7D0izla8vExBi7TzPlSpGvGkKzf6+ulK9SiyNHjrBs2TLi4+NJTEykd+/elC1bFjc3N63XdHZ2pkGDBpw6dYrdu3ezZMkS4uLiOHLkCLdu3QIUs8UuLi74+vqybds2RowYwe3btwkICKBFixZa25XJZCxfvpzOnTsrZvglUkwsHTGxUphEdezej5V/ziU6OpqTZy7To19K6LnY4Dc6Z/EnTZpE3bp1M/xsM0K/fv14+PAhixcvJjg4mHbt2gkhUL82aYWLVa4k6EK5aqCPOZaIyOcyu1dVvcX9yqG1MTMxYuPZZ8JxpcjvtuA0vRaf5e8xDTA1ST+MsCHh2nQicSG++JyaR6muK5Aap/xveu0YgZWTGwXrpUwwfHx4FN/z6efjyGp8n/gTGRpD6eopE3VJicncO/eUwuXy4+hs2DP3SsQZfBEAprX/i/cv1M02Luy8Rf8SU4RNGe1Gid/Lj2rHZ3VdS6KKx39ifCKLBmxWq5MV18gKTE1N+fnnn3ny5Ak1aqQssc6ePTtL+lOoUCH27NnD4cOHhZn658+fC4IfFLbnSjJi3vDmTUq89ipVqgjOoj/88INQ/uLFi8/u+9WrVylUqBCNGjXCtewP5CleSdja9RysVjf1TL5crrD3njp1Kvfv3xeSTsXHx7Nw4cI0r6ucoQ8ODubkyZPs37+fEiVKCOYiEolEmKm/fv06r169YseOHbRr105t9UKVI0eO8OrVK/bt20e9evWoV7cONX8oR9WyLlQt68LmdSuFuju2rEvXMTqzmT9/vhAR6d69ewwcODCLeyQikjVUd9OenRo0xX2f+iW01svITL5I5hAZEs2MjqtY1H8zj6+9FMqPrbnEytE7WThgs1CmLZeMISEKfBGBKS2XE+wXBsCBJWfZ8vs/asd3zj7O4b8uAPDRN4T/NV+mdtzb05ch5aYjl8uRy+UMKTddI4xUZl/jWxMUFMTPP/+s83jevHk5efIkhQsXBuDmzZvftD8LFixQC+OYmpYtW7Jr1y7htWp/2rVrJ+wrZ6n14e7du8J+p06dhH3VaD7Hjh3Tu73P5bbnA1as3awm8t8Hp0Q+KFGiBGfPnhVWGNJ7L9q1aydEgdm2bRvbtm2jZ091EzLV11u3bmXXrl1pmucsXbqUpk2bEhAQwPnz5zl/4SJX/n3AjYe+3Hjoy83Hb2ncVOFn4fPqBdcun8/QM/jWGBkZsWvXLooXLw4ozJHSGyiJiPyX0FfcKxFFvmFhYmaMtYMVUiMJNg4p5sAOn+ztc6jM3ht6kj9R4IsA0GKoIvHR/D4bkSXLOLzyAgALL/3ChmczWHR5PAAH/jyLLFnG4kGKxFh9/2jLhmczWPdkmpDl7fHVl7y4o5jVNTY1Zp3XNDY8m0Hv6a0z9xqZNLo+d+5cmsetrKyEmc70MtVmRn+aNWsmCDTV/lSpUoUKFSoAcP78eTXH0bTYv38/ALlz51YLMVmuXDmaNGkCKEIs3rlzR+97iIiIEAYidevWJSoqilu3bvHW+zG3bt3C59lDkoJ9OPfPTrXzzl2+DqTM5EfHqdv+582bV4jtnt57YWVlJUTCOXToEBcuXNAQ76VLlxae2fz580lMTNRpgvX48WPOnj3LpEmqJmZyQAZyubD1HZBilrN985qUYxjGbL69vT3//POPEEVo+fLlOusaGyvMqdL6XzS0VQoRkc8lo+JeSXYV+fLkRGTJiSn7SQkpW3KCRplclpROi1mPuZUZs0/+yOIrE3BxcxbKa3WoyMJLvzB6VcqkjijwRbIFHo0VEUc++oYQ8WnW0zantRAayj63jbAfGRLNh9eKSCm1Oiq8y6VSKT9/ioLjefaJEN3mx9U9BVFet0vlTL1GdJj+jqJfgqenJ//++2+adZRfBNrikasKnPTEjj51V69ene7gRlt/JBIJq1atQiqVkpiYyJ9//plmGwAPHz4UIqosXrxYIznVihUrhGgyQ4cO1csuOjk5mR9//FHrs7K3MsUllzVBEXG8DYrSkLxHT53j3XtFtAo7S1Py5dCMw57We5Ea5YAlNjaWWrVqkTdvXo06yln8qKgoOnXqJIja1CxevJhq1aqpZxGWy0mMDiEm0FvYihVyEvIGXDp3imd3zxMT6I08WX2w8q2EsT7tlihRgp07d6abq0D5eQgI0HSuU5p2KcOqiohkZz5X3CvJjiL/6Z4xvDmrCB7hubo9d1e2Era4EF+CvE6olb29uDKdFg0DcyszrFVm75U45LHFOBv5SYgCXwSA8KCUiBMWNoqIKxFBUYJQlMlkhH5QOFOaW6dEZAl6Fybs3zz6EICCpZzJ/cnz/87Jx8LxEP8Ux83MuIaZVcYyf34JPXv25P3791qPxcbGsnXrVoyNjZkyZYrGcdVwkspMsroICwsT9lWdW1Xx8vJi9OjROkX+xYsXef78ORUqVFAzywGF3bxS2C9YsCDNWfeYmBj69++PTCZj7NixWk1TihQpwuHDh7GwsOD27du0adMmzegm8fHxDBkyhP79+5MvXz6tdXLamOsU+YmJiXTpP4LwT8/G2kI9TOPHjx85dOgQ1tbW/PLLLzr7oaRBgwaCqE9tnqOke/fuwmqAruRWz58/Z8uWLQwaNEjjmMTYFDNbJ2EzMrUUnHRlMhkbNm3FzFbT3lfVEfprJnUKDw/Xq72mTZsyb968NOsofR4OHDjA06dPAcXnfcyYMRw/fhyAwMBAAgMD1T6vyihO8fHxGm2qRm3SNjhQDiIzEglKRORLyIi4Vya80kZ2E/l5q/bG1kURta5ggzG4Nh4vbABGppZqZfaunx+uVyTjiAJfBIA/B/8NQIexjQh4FSR4iQ90+501P+9hoNvvAFg7WBLwKoiuk5oBMKHhIpYM3cqvzZZwYZfCbjtfsTwUKZ8fUDjR/q/FMpYO28bPdRdk6jVUBwbfGm9vb8qUKcPcuXN5/fo1crmc+Ph4rl27RqNGjfD29mbz5s1qjqcAvr6+amEY169frxaPXpXg4GDWrFkjvN62bRtv377VWnfFihVUr16dffv2CQOBkJAQ1qxZQ/v27XFzc+Pw4cNaZ2BHjRrFypUrkUqlNG3aVBBiqe+3cePG3L17l6lTp6Zph127dm0uXbpE+fLlOXr0KKVLl2bevHl4e3uTmJiIXC7H39+f1atX06lTJ4YOHUqtWrV0tgdpi/wbtz0pW70Jf63/m4APiug9MTExnDx5kvr16xMXF8ehQ4coWLCg9sZVkEqldO/eHQsLCzqoxKlXxdnZmfr161OwYEGqV6+u9Vl1796dxMREfHx81EOGSqQYm9liZG4jbFJTazXzqCP/7GfL5k0kJKXc5du3b9myZYvweuPGjV8s8mUyGf/88w+PHj3i8OHDejlGjx07lr59+wKKZxwdHa22dezYEVNTU4KCgihdujQuLi44OTlha2tLv379AIUgL1euHJMnTwYUydIuX74MwLVr19Rm/2Uymdr/y5EjR9QGBn5+fly/rjDTunr1Kr6+vl/0TERE0iOjM/cLDt5DlgGRn5hkuCLfrlAVcpRUmCTmKFGfHCUbCJtlrqI4lmigVmZbqHIW9zht1k/cz5vHfsLrqNAYFg3YzKYph5Alp3zP3DjygBkdV/HyvvZknYaCRC4aQBosERER2NnZER4erjNpjjbi4uLw8fHB1dVVZzQPJb6+vhQvXlzrTNn3gIWlBU+fPMXFRXc4sy8hKCiIsWPH8scff3Djxg1OnTrFlStX+PjxI7GxsTg7i88h/QAA+UpJREFUO9OwYUPGjRtHiRLqX/y2trZaZ+wlEgllypThwYMHQpm7uzv37t3T2gdbW1tB3C1YsAA3NzcKFCjAuXPnOH36NJ6enkRHRyOTyXBzc6Nz584MHz4cS0vNJUhVXrx4weTJk9m3bx+lSpXCw8MDExMTnj17xrVr16hXrx6zZs3Cw8NDr2eVlJTEP//8w549e7h79y7+/v4kJibi7OxM6dKl6dixI926ddMaBjE6OponT55QMr89lqYpJjBBkXH4BkaR09acD29fcfDISQb27sqlazc5c+Ey12/dJSgkjKSkJFxcXGjevDljx44lf/78evUZFP4DM2fOVHNOTs2WLVvw8vJizpw5auUbN26kf//+amXGxsasXr2acuXKaYTJ9Hv/lma13TVyC4BisHHo0CG6d++u9+dGX/bv30/37t01vgesra15+fKlEJ9fGxEREdSqVYsZM2ZoNWG6fv06S5cu5e3bt7i6utKvXz/q16/P4cOHWbt2LSNHjmTo0KE4Ojoye/ZsJk+erGYmJJFIGDx4ML/++itFixbVyKlgamrKo0ePWLRokRCrX/XcP/74Q0iOld3JyHe7yLfh7t27VKpUiatz21G+UA69xf3Oy970X6pwmh/YyI0/B9ZAKtVtw338ji/dFpzmh+K5uewVwJ07dwTTvaxG+Qzcui4XwmRWHH5Y7zCZhnQvkHI/oEh2pZxcvHnsIavGKHKcLLj4s5DYakbHVfg8fI9btcI8uf4qU+8nI7pQFPgGTGYIfFCI/KCgoC/pqsGSM2fObybu/ys8efKE1q1b4+2dEq1owIABrFu3LtP6oEvgg7rIL5DTGtWfzJiEJJ6+C8PNzU2IiGMIKO8ntcAHSI6LJD4iAMtcRUHFiUsZB99Q78Xa3hJbFZ+H2Kh44qLjsXG0EuxWZTI5EcFRGBkbYWZpStC7UIO7H0NGFPhZj1IMXpndlk3nnuk9c99j4WkO3HjNpI7uzNnnyYCG+on8LvNPkZQsNyhR/L0K/NI1i9Lr91aC+W98TAI75xzH0cmOlsPqCP5bj6+95OKuW1Rs4MaaX/YarMAXE12J4OLiIopgEZ24ublx7do1OnbsyKVLlwDYtGkT/fr1U4vxn1XktFEIHd9AhW1/apFv0MhlJMaEqBUlxStMqhTlKVaUupJcGQq2OawwVfF5MLUwwS6XtUY9cyvFj2dC7LfNbiwi8i1ZcPAeh26+1kvcz9l3lwM3XgPQsnIhXHLZMHyV4rs0LZHfrJILs3tV5ZdN179q378WQY9PEvn+PgD+t3chNUr5/1cGDTC1zimUhfncyPQ+ZoSOYxsJ4h7AzNKUPtPbaNQrXb0IpasXUTPnMUREgS8iIpIuuXLl4ty5c8yaNYsZM2aQmJhI586duXbtml627N+a7C7yk2JSHK3lcoXNbWJMGJLscxciIv8pDv77mr+G6Sfup++8Q7uqhQSRrzxHH5GfVkKtrCbk2XmSExTfuR8896sJfCUfPPcL+0lxXy8YgEj6iAJfREREL4yMjJgyZQpdu3Zl/PjxHDx4kDp16rBnzx4qV86Y81R8fLxWO3NdxMXFpVtHm8g3eNIy0clZWKuJjiEjl0NCbAKm5iZIVARLUmIyMpkcU7OUnxzRNlQkOzOpo7ve4v63rpUolNtWEPiQMZFvqBRvP0cw0akwaJfeJjqGTkhAOLFR8eQrmuJ7JJfLefXgHc6Fc2Fpkz3M40SBLyIikiGKFSsmhD1cu3YtXbp0wcPDg379+lGlShVy5MiR5vnx8fE8fvz4sxKRBUXE4ZKGcE8t8nNmky/i74XQDxFEBEVhaWsuLHXLkuW8f/ERuUyOc+GcmFkqREB0uBjGUiT70rJyoTSPq4r7iR0qsvOyt0ad70Hkf2/ERMQyudlSEmITmbR9IEUrKsyXT2++zs7Zx3Etl58pexTJCDMrmebnIgp8ERGRz6JkyZIsXLiQhQsX8vr1ax48eMCBAweErL26SEpKQiaTYWNhQmRsIk4Oltink7PgfXA0kbGJBEXEYWIsxdledwQgVZGflGzYX8AiIiLfH6nFfVqIIl/kWyEKfBERkS+mUKFCFCpUKEPnRMYm4pLLOt1Zdv+wGCI/OWTmtDXHPyQGQG+RL5J5OOSxxcrWHFPzFFtcqZGEfMVya5joWNlZEBEkvj8i3xcZEfdKRJFvOFjaWjDz+GgNE51GfapRtKILTq4pTsPKBIeGiijwRUREsgQnB0u9xL1/SAz2VqaERSeQ09YcE2Op3iI/IUlGQGjMV+33V0UuIzE6SKuTbUzQKzUnW2W5ISORIJjgqKItvbsoX0S+Nz5H3CvJjiL/+f6JgpPtvbVd1Jxsk+LCiQn0JvTFJbWy7IAy3r0qEomEwuX0z59iCIgCX0REJEtIzyxHKe6dHS0xMzYiLFrhYKoU9fqIfHsrU8MW+KDIZmuZ4mSbFB+BPCkBE0t7VMNkJkZ/n7kqRES+B75E3CvRJvINGccS9Yh8f5+4EF/yuLdXE/jvr28EII97e6EszOcG0QFPMr2f/1VEgS8iImJwqIp7Z3tLQqLUM6xmROQbNFqi6EiNjImPCMDE0lEtik5SXIRBR9GJjohVi4MfHR5LTEQc9nlsMTFNSXQV6h+OkYkRFqIDtMh3QkbE/aazT3EvXFPn8dQiv286kXqykpylm2Dt7IbPqXk4e3RRi6IT6n0ZKyc3nCt3FcqMzG0MWuDvXXiKXlNb65foauctKjZ0y8ruposo8EVERAyK1OJeF9+NyP9OCA+Mwj63rTAmCfEPJzlJhpGxEY7OioyLsZFxRH5aUTGzSHsFR0QkO5DRmfu1p57g7GiZZl1VkR8UIUabyiweX33JuW3/0nVSMwDuX3jGxV23AajR3l0w3dm/6DQ+D98TbeDvjSjwRUREDAZ9xb0SUeQbDtYOlqoLDtjlsiE6PBZrewuhzNzKDAtrM4xMjJAaG7aDmohIemRE3F/+lPV0UGM3pu+8A6CXyB/21yWddUS+LvlL5KFa6/LC61LVilCmZlEc89pjn9tGKG/UtzqnN1+nUuPSPLn+Kiu6qheiwBcRETEIMirulWRrkS+XkRQfgdQo5as4KS7i099IYUkYMGjzHABbRyv11zmssM2hXmZkLCVPIUWehIRPkZFERLIjm84+Ze2pJ3qJ+83nnrHx7DMA+jYoibOjpd4i3zcwktl7Pb9ex78i4a9vEuX3GIDgZ+fUbPBjAr2JD/fD2jnFjCXi9a1M72NGGDC7PQVL5xVeWztYMnZ9H416VVuWo2rLcrz5NGgzVESBLyIikuV8rrhXkp1FvjwpgfiIAI3yhMgPWdAbERERfciIuB++6hJ1yzhz4ZE/kCLq9RH5LSsXMliB73dji7D/5uxijePJCTH4nJqXmV0SUUEU+CIiIlnKl4p7JdlS5EskmFg6KBxqP5EUF0lC5AcscxVBNZhkbMgb5MmGP+udlJiMkbGRmrmOTCZHLpNjJJrliHwnDGrspre4H9DQjWol8ggCHzIm8g2Vkp0WExviy5uzi3Efsh+Jygy+184RWDuVwqXuCKEs8PFx3l5cmRVdzRBx0fEkxidhk2pVMvRDBDaOVlrD/hoi4retiIhIlpFRca8MlakLZ3tLnB0t8Q+JwT/MwMNjAgoBL1VEy/m0pZjlSNTKs0Pk+LCPkbx79oFgvzChTCaT8/75B94+CyAhLmWAEh0ZlwU9FBH5OvRtUDLN46ri/s+BNZBoiWk/sUNFfutaiek77zBn391v1dVvhsTIRDDLkRiZIDU2TdmMTDXKJFLDn1OOi45nUpMljK01D98nKQOyy/vuMq72fJYO3SqUyeXyrOii3hj+0xYREfkuCYqIIygiTi9xH/XJXjsgNAZTY2maCbJUZ/ITk2Rfr8Mi6ZKcmKz2F0Auk5OcLAM5JKu8HzLxvRH5Tkkt7tNKWPU9zOR/TyTGJxEVGo0sWS5E/AIIDVAk6Qr2T0nWJQp8ERERES3oK+6DIuMI+jTba29lim+gInOiviJfJPNwcLbD3NoMcyszoczIWEreIrlITpJhYZ1Sbm1vSWRIdFZ0U0Tkm5ERca9EFPmGg42jFVP2DiUyNIbS1YsI5c0H1yZfsdy4qmSzlUoN2whGFPgiIiJZQk5bc73EvW9gFDYWJkTGJuJkb4mxkVRvkZ+YJCMowoBNQeQyEqODSI6PFIpkSYqkXrGhvkjIPlF0AKRSCVZ2FhrlpuYmGmUSw7c4EhHJEJ8j7pVkR5Hvc2IOcWHvAIXNvdQoJbdFTKA3MYHeaomtYgK9M72Pn4OLm7NGmbGJEZUal86C3nw+osAXwdfXl6CgoKzuxjchZ86cuLi4ZHU3RLSQ0zbtTKZKcZ/T1hxrc4XARwIFcloD6CXyc9qaG7bA/4TUJOUeZMmJIJdhZGyupoKVwl9EN+Hh4axfv56lS5cydepU+vbtm9VdEvmP8CXiXkl2E/nmOV1JjAkhOSEGa6dSak62SjFv5ZQSJjMpPooELRHDRL4NosD/j+Pr60tJt5LExhh2RrbPxcLSgqdPnn5zkS+TydiwYQObNm3i4cOHSKVScufOTZ06dWjVqhVFihRhypQp7Nu3TzjH1taWyMhIjbYkEgllypThwYMHQpm7uzv379/XavNna2tLeHi4Wpm/vz/z5s3jyJEjBAQEYG5uTrFixWjWrBktWrTgwYMHREVFMXLkyDTv69GjR/z999+cOnUKPz8/YmNjyZEjB1WqVKFLly60a9dOLVZ7erx69Yo1a9Zw7Ngx3vq+ITlZRq6cjhRxLUinti3o1Lo5VlaWuNdpybIVK3HNl4sCOa0JjUoRtxL0F/nPXrxk2brteHl58fLlSxISErCxscHJyYk6derQvn17atasSe/evdmyZYuw5Dpnzhx+//13EhI0Z83Nzc1Zv3493bt3B2D37t306dOHuDjNgYSpqSnTpk1j4sSJAPz666/Mnj0bUCzvWlhYIJFK1Z+hHGJioklOVtixV6xcjc27j5KcEKtzFv/ixYs0a9aM2Fjt/8empqb4+/vj6Oio9fjXIDY6HlOLlB/4uKgEYqLisMtpLUTPkcshPDASYxMjrbP6X8LkyZNZtWoVISEhX7VdEZH0yIi4P3LrNe6Fc+o8nlrkN3E33AkqZ48uOBSuhs+pebjUHYHUOGUGPzrgCVZObhSsl/Ib8/HhUXzPL82KrurFqU3X6DyhKXaffl+SEpM5tuYSDk521FIZbL157Me1Q/co+YNrVnVVLwzbgEjkmxMUFCSI+/wl8vD7/mH8vn8YY9b2Fup0Ht9YKFdmebNxtBLKpuwdIkQIaNK/hlDepH8NACRSCVP2DhHKlaGnqrUuL5R1+qWxcL0xa3sL5fmL5wGgdM2iQln/Oe2FugPmthfKS9coonYfg+Z3JDYm9puvTsTFxdG8eXPGjx/PwIEDeffuHSEhIRw+fBgHBwc6dOhA6dKlefPmjdp5ERER+Pr6UrlyZaGsbt26fPz4UU3cA3h6evLhwweaNWsmlFWuXJl3795piPtbt25Rrlw5bt26xc6dOwkLC+Pt27dMmzaN8+fPU6lSJfr165fmPcXExDB48GDc3d0JDAxk48aN+Pv7ExoayrFjx3BycqJLly5UrVqVJ0+epNkWQHR0NKNGjaJEiRIcPnyYtm3bcvPCMUJfP+DZrfPM/m0Cd+89omC5GpSoUp/HT56Sw8aMAjmttcaOUYr8nLbm+AZGCTb6SqKiohk+7n9Uqducf//9l8GDB/P06VMiIyPx9/fn4MGDFC5cmO7du2Nvb8+2bdsIDg4Wzp84cSIxMTGsW7dOKDMyMmL37t3ExMQI4h6gc+fOxMTEcPDgQYyNU+ZM1q1bR0xMjCDuAQIDAylZsiSnT5/m+vXrXLh4iSv/PuDGQ19h233wBGZmClt1CwtL/liwIl1bzzp16hATE8OVK1ewsUnJuNijRw/ev39PfHz8NxX3AKEBEaiOPwPfhxIRFEV4UJRQFhMRR9jHSILeh6k53H4NJk+ejKenZ4YGnCIiX0pGZ+5n7/Vk87lnadZRja6z6ezTr9ldkTS4/s99Tq6/Iry+d+4pB5eeY+OvBwj9ECGUb51+hNObr3Nu+82s6KbeiAJfBFA4vNXqUImCpfNSsHRe3KoVpkzNojgXyUWVFuWE8podKuKQx5ZaHSsKZa5l81O1VTly5rOnRtsKQnn1NhXImc+eqq3K4Vo2v1Beq6OijZodUtr4oUU5nIvkokzNorhVK6xStxJ2uWyopVK3YkM3XMvlx7VcftwbuGmpq7iPvEVyZcqz+/nnnzl58iTbtm2jb9++2NjYIJFIKF68OHPnzuXixYtYWGjaJQMUKFBATSz++OOP5MypfXYnV65cDBo0SHjdo0cP8uXLp1YnMjKSNm3aYGtry4kTJ6hUqRJGRkaYm5vTqFEjzp49y5gxY9K8n48fP1K7dm3Wrl3LypUr2bBhAxUqVEAqlWJkZISbmxtLlixh//793L9/nxo1anDlyhWd7QUFBVG7dm2WL19Or169uHbtGq1bt8bZKQ8SiQSpVIp7udKsWDCD9auW4B/wEYB8ObSLeyW6RP6Hj4HUbtGJ1Zu2MaB3NzZt2kT37t3JnTu3IP4KFizI6NGjefjwIWXKlBHuWxUjIyMGDBiAnZ0dAGXKlKFTp05aBaREIqFNmzaUKlUKAHt7ewYMGICRkXq85MDAQLZv3061atW0ina5XM5vv/5MTIzCOfjH8VMoWKhwGk9BnRo1alC7dm3h9YIFC8ibN28aZ3w9LGzM1Ozqre0tMDIxwtI6ZXXFzNIEEzNjLKzNkBp9/s9PWFiYxuqTpaUlLi4uOv9/RES+NhkR9/d9FBNNbX8oxPBVl/QW+WtPpT+BIvJ1sHG0omyd4sLrwuXyC7pENSZ+leZlsctlQ8kqhj2DL5roiAAwbkMftRTNxiZGWlM0u1UtzMJLv2iUD5rXUaOsQEkn5p0bp1HecVxjOo5rrFbm6GzHzGOjNeo26lONRn2qqZVZ2pgzZc8QjbpVmpelSvOyGuXfkvDwcNauXYudnZ3a7Loq1apVY/r06ezcuVPrcVtbW6372lCKTV11t27dir+/P6NHj8ba2lrjuEQiYcGCBZw5c0Zr+4mJibRv3547d+7Qs2dPtQFFalq1asX48eOZMWMGbdq04fbt27i6qn/hJSUl0bZtW+7evUvlypVZu3atVlMWUNjcFypelmlTfmXC5N/0ivqe2lwnNi6ODl0HcP/RE1o2bcDCWb/z7H24zvMdHBw4cOAA5cuX58OHD5QurelEpTSBSu+9gZT3R1ddS0tL3N3diY7+FD1GLkOWGIMsQSGCd2zdyK1/rwFQ0eMHuvfogyxBscKmr5Ot6kx9rlyZM8gFcMitfs8OeWxxyKNeZmxiRL5iuQFIiP38pF3Lli0jKipK6zFz87R9O0REvgZHbr1mzj5PvcT98Tu+LD/6EICf21Ygp60Fw1ddAqBP/RI6z5vYoSL+ITEGK/KjPzwn5sNzACLfP9CwwZclJxDx7n5K2ccXmd7HjDB2XW81HZSeLnnz2I99i05nZhczhCjwRUS+gKdPn5KQkIBMJiM4OJgcOXJorTdo0CA1+3tVVGdy0zPFUD2ubSZZadrj6+ubZhtDhw5FJtM0kfjjjz+4evUqEomE6dOnp9kXgEmTJrFixQpCQkLo06cPly5dUju+aNEirl69CsDcuXM1ZrSVqDrUjh3Sk+07dqR7bSWqIv+3mfO5c/8h5uZmLJ83XS9zjTx58vDzzz9rzOArUT5zfUKiKevoum6rVq00ypITYkhOiOH9+/csnjcDUIjU//06gfjw9+leU1cfAJ3POzvz4MEDZs2aRZcuXbQeN/TQdSLfB7P3ejKwkX7ivtuC05QrmANPn2AkUgl/DlSYr+oj8vs2KGmwAl/Vnv7Fockax+NCfHm+f3xmdklEBfGbUEQDWbKm8JMly7Q6eGqtK5NpFY/a6srl8ozVzUjftLT7tVHaOyclJdGvXz/i47VHOrGzs6N8+fKZ1p9Dhw6xbds2nfVUzTiUhISEsHjxYkBh6pF6Nl4bFhYWdOyoWL25fPkyp0+nzGZER0czd+5cAJycnKhXr57WNlTFfYGc1kglEob065nutVWRAPK4cHbs2A5Ay2aNKZBPf9OUYcOGqflCfCu6deumUWZsbou5Y0FmzpkvOMmOGDGC4uVrYpGjkLBll7iSunK/fI2cMPfv36dp06Y6V4FERDKLtj8U0lvcN3EvwLBmKauD0k8if0BDN73MdQyVIi1+x7mK4ru6dI/VlOm9QdikJpbYulRSK3Oq3D2dFg2DjOgSQ0YU+CJqrB2/l8Flp3HntJdQFuATxOiqs5nSchmJ8SnL6vsWn2ZQ6amcV3E0iQiJ5uc6C/il7kIiVJLYnNv2L4NKT2Xf4hQBmBifyJSWyxj9w2wCfFIcYe+c9mJw2WmsHb9XKJPL5czrvYFh7jPwvpsyO+1915dh7jOY13uDmshfO34vf3Re8xWeSNqULFmSggULAnD48GGqVq3K/fv3tdZdtWrVN+9P06ZNAcXz6tmzJ6NGjdJqylCmTBkNG+aDBw8KUX2qVq2q9zVVhfvWrSlpvA8cOCBENGncuLHGeaAp7pU/lT07tcXG2kqjflQaZh2rN2wjMTEJgMpVa2o43qaFlZUVRYoUSb/i10YiRWJkyo6tm7h1Q7HS4VGlKl26dEFiZKK+Sb9u1Jm0iImJYebMmVSoUAE7Ozvs7e1p0qQJFy9e1Kjr6enJ//73P2pWrkdEcDSP/33O+FGTKe3qThEnN0YPHov3gze8fepPYnyScF5stGIwvH37dqpXr469vT2WlpZUr15dqznbjh07aNq0qeA0v337duzt7bG3t2fatGk67+Wff/6hSpUqWFpaUqFCBc6ePfulj0dEhJ/bVtBb3P89pgHGxuqrad+DyDe1yYW5vWIixcwuL+b2+VS2vBplptaG7x+TUV1iyIgCX0SNF7ffIEuW8fphimlAgE8QMRFx+HkHEhOZMkP94o4vcrkc73spgjs0IJywj5GEfogQUjsDvLz/Frlczos7KXVjIuMVbUbEqf0jvX74HlmyjBe3U6LOyGVyXt1/R2J8Em+fpsTRffs0gMT4JF7df4dclvLP9uL2G7XX3wqpVMqyZcsEk4x79+7h4eHBqFGjsiS3QP369YUZdYDly5fj5ubGli1b0v0yUrXL12aLrgvVuqriSbW9ihU14zmHRSdoFfcAVlaWauYlMZ+E4fvgaMJjtNuiHz6Rcr1qlcrhGxhFWLThJ4d66/uGxXMVAtXC0orpsxZkaSSY9+/fU7VqVYyMjLh06RJBQUEsWLCAixcvUr9+fTZt2gQoTGU6depE7dq1OXnyJIkJCfj6vKV///4c2HuQhPgEIsIj2PH3LubMmossWa4m8BNiE5k2bRqDBw+mdevWfPjwgZcvX2JtbU23bt0wNzfH3t4eBwcHxo8fT7du3fD39xec0rt3705YWBhhYWH8/vvvWu9lwYIFdOrUiY8fP5KQkMD9+/dp1aqVRkQrEZGMIsmAuDc10W4q9z2I/O+NDOkSUeCLZCdGrexBt1+b03xwiglHubrF6TerHWPX9RbiwwIMmN2eLhOb0mVCU6GsYKm8DF/SheFLulCwVIqJRJcJTekysSkDZqeEuLTLac3Ydb3pN6sd5eqmeK43H1ybbr82Z/RfPYQyqZGUXzb1o9fvrajVMUUs1upYkV6/t+KXTf3UonKMWtlDCNP5rWnVqhXbtm0TIuUkJSWxfPlyihQpwuzZszPdnGDr1q1q9snv3r2jT58+VKxYMc3ZSx8fH2HfwcFB7+sVKFBA2H///r0QO97LK2UVSFtkk4DQGK3iPjXhMQl8DFeYrliZm/DqQ4SGyI+NjePpi5fC6wolCpLT1pyA0BitbU6ePBlzc3Otm2pYy2+NXC5n6v/GExujWO0aM+F38hcomGnX19afTp060axZMyZOnIitrS0mJiYMHDiQCRMmIJPJGDZsGH5+fhQvXpw9e/YwbNgwAOLi4pk9azb/m/YrXq/v88LvMX0H9QLg6NGjWDqYYqGSr+Dk6RMcOXKEH374gYkTJ2JmZoazszObN2/G3Nyc+Ph4lixZQmhoKPPmzcvwvWzevJmXL1/i7+/P69evefToEXZ2dsTGxrJ+/fqv88BERFKhr7hXIop8wyJDusTA/X1EJ1sRNQqUdKJASSe1MqlUqpbkQUmuAg406acpoj2altEos81hrbVumVrFNMosrM00IucAFK3oQtGK6kk/jE2Nqde9itb7qJpcjpMbrmoc+xZ069aNSpUqMWzYMM6dOwco4tz/+uuvrF27ltWrV9OoUaN022nZsqVaLPXUJCUl6TymxMzMjJ07d9KqVSvGjRvHhw8fAMXqQsOGDenQoQMrVqwgT548auepxoHXFoFHF6nrBgcH4+zsTGhoqFCmTeDbW5nqJe5ffYjA0syYmPgk8uWwIiAshlcfIiicxxY7S0VilZDQMDWbSTNTEwpYWpCULNM6iz9z5kzGjRvHoEGD2L9/P6AYqJw5c4bixYtr1Ae4cuUK9vb2afQWnZFddLFr5w7u3FaYuFXyqEyHti2I/5TpMT7cT83uXt8oOl/CkSNHuH79Ohs3btQ4Vq2a4n8yLi6OPXv28OOPPwJQrJjifzgxIYHFfy0gd56UyD1DRg5k09q/SUpKIiAwgNz5Uj4He3YqnM4rVaqkdh1nZ2caNWrE4cOH2bZtG336aEbz0ofKlSurDQxKlixJmzZt2LJli9rgU0Tka5FRca9EmkHHW0Ph7aXVRPkpogN5H5mqEUUnJtCbhKhAoSzi7b3M7uJnkRFdYsgY9vBDRCQbUbx4cc6ePcvevXvV7Ll9fHxo0qSJ4MCaFkeOHBHMDrRtR44c0bs/PXr04Pnz54wfP15InASwb98+KlasqCFyVBMk6cqIqo3Ugw5lmELVcIWJiZq28072lnqJe1tLU3LZKtqSSMA1ty22lqZqM/kWFuqhEcPCI5B8uoYuHB0d1WbrW7durVPcA9SsWTPN9yYsLIyaNWumcUfq/J+9845vov7/+CtJ071p6QAKlNWC7CFb9kaQjYigDBeiIKLIF1kiiAzl52AjS0CZQsssq0ChjLK6C20DtKV7pulI8vsj3OWy79KMS7nn45GHyecul0/K2/fnlc+9x/Pnz/H777+/mr8Tlq1YZfUmTceOHQMAvPnmm2R8O/GYMGECHBwc4ODggKdPn5LvIWzLzd1NRdwDQL0Gyj4NZaVlKsdeZil+eGr7zsHBitr/z549M/q7ED0JqBA9AdSbw3Fw1BRjxT0Bt5PPYWo4gc8BALjx333kPCtQGXscmYzII/dUdkbLSytwfneUShw8oEh2vfR3NKorlWKvurIal/6OVkmKBRRx8+d3R6G8VBnPL5PJEHnkHh5HqtbJzXlWgLO7rqM4T3Vn9M6Zx7hz5rHKWHFeKc7uuq7xPSzN2LFjERcXh59//pmshy6XyzF//nyLJ/i5u7vjp59+QkJCgkpsfkZGBt555x2V8CF/f+WdGyYCqLhY2eHP2dmZ3OWmNljSWoJSj5alivv6Xk7IL1AI6Ny8fOTn58NNUI3qijI8fJKBInElvDw94OqiTMpNTHlq8DMA1ZrxTMKSaopcLseKFSvIv/9X361EcKsucPAIhIO74t/BwSNQ5cET2Ou7pEl49EixG5eVlaXx46W4uBgSiQQSiQS//vor+R7iNrV6OGqlpBpVYqXvkMmkkMuB0gIxyksqEBSkCO3SFg9PiP66deua9PsRP0bo3Anj4KALE3F/Iz5L5zFbE/kNen+ExoMUZTCbjliGZiOXkw9n36bwbT1SZaxBr9lWnrF+bp56yEiXlBZpDwFlC5zA5wAAnP8rCjsWHSVfF+WWYsPMPdj13TE8vJxEjodvvYoDP4bj/z5VlmCUSWX4efou7F1+EpGH75HjkYfvYe/yk/h5+i6V8lL/9+l+HPgxHOFblTXTH15Owq7vjmHDzD0qre13LDqKQ2vO4NBPZ8ix9LgM/PHFIfzxxSGkx2WQ44d+OoNDa86ofA9rYW9vjwULFiA+Ph49eihDk1avXm2V+TRq1Aj//vsvTp48Se7UJyUl4fBhZUWA1q2VTcLi4+nXXaYKtC5dupDi7M033yTHk5PpNzihivvGdd0RFX0XIe27YeDAgWj8xpvwa94RAS06omuPPlj49dd4+rIYxeVV6NVdGap19fotWp9FTeS1ZM34P/74AzExMQCAzm92w6SpMyz22fooLCwEoMilYIqiXK3ydXZ6HvIzVX8olpdIkPuiEC/T8zBlmiJZNiIiAllZqqLn7t27AKDS5dmUsD05jsN2YLpzv2jvTZy+K9J5XF3kn7qdZuIZc+ji7M7rjHTJub9uWGOatOEEPgdJs47K+HZnNwcENvWFs7sj/Bsr42Ybta4HvoCPZp2UiYA8Pg/BbetD6GCnEr/fIMQfQgc7BLetr1JxoFmnhuAL+GjUWnn73r+xD5zdHRWf6aYMJ2nWMQg8Hg9N2ynn5uXvQXbJ9PJXdnZt2k5xLvV7mJvc3FwsWLBA5/HAwECcPXuWDDmIjo7Wea4pWLduHR4/fqzz+IgRI3Do0CHyNXU+77zzDvn89u3btD/z3j3lj7rx48eTz6l3DMLDw2ldS13c6ylUAQBwFArIcJ3xY0aR4/v/PU5v8lYgOTkZy5YtA6C447Hsh7VWD80hcHZWhDRdvnxZ73lSqVRjjMdTLdXv4KJ5x0HoYAe+gAehgx2GDB+E2bNno6KiAu+99x7S09NRVlaGdevWITIyEqNGjcLMmTNr9H04OMwJE3H/9FVVuW4t/DB53XnaIn/14RiTz5tDOzw+j5EuadDCX9tlWAOXZMsBAFhy+CM0bl2ffC10EGLlqc8hl8tVMsU7DmyJrY+WqlSs4fF4WLjnQ8hlcpXxph2C8GfMEvD4PBUBM2vtOMxYPUblXP/GPth0axF4PNVzx84biHfm9lc5193bBT9f/gqAahZ733e74K2JnVTOtQREUq0uXFxcMHPmTHz33XcWybq/ePEi3nhDM9GZYOjQoWjevDmSkpJU5tOlSxe0a9cO9+/fx6VLl5CTkwNfX1+d1yEgklTr1q2LqVOnkuNt2rTB4MGDcfbsWTx8+BB3797VSKikQhX3dZx4+Pf4KUx8ZwT69OyKnPQEpGWXIKS+J5ztVd2WTA6kZhfjjY7d0OaNlnj4OA7xSSk4evIMhgweYHD+lkQmk+HDDz8kcxw+//xzBPrXhVyqzFGQvUqmlUurAB4PVy+dh6ubO0KDzbOYiEQiRERE4IMPPkCLFi3w8OFDbNq0CdOmTdOa8C0SibBr1y6N0pTq/9/51veCTz3VsCfFJkAAeDxFmcwJEybg7t27sLe3R+fOnSGVStGsWTP88ccf+Oijj1hfpYLj9eVGfBYW77tFS9zfTs7GumOK/igrp3TB+uMPMHndeRxYMBBDdWxIESI/t7gcx2+lmeMr1JjKkhxIChV30SuKMlSSbCWFGbBz8oCkUHk3sLLU8qWjmfC/f2ar6CBDuuRZQhbCt0ZaY6q04LwnBwDt5Z54PJ7WcW0CmsfjaR3nC/hadye1nstndi7duZmbmJgY3LqlPySE+F7akjCp4QKGQgfonLtlyxaDXXy1zYfH42Hz5s3g8/moqqrCL7/8ovcagCJmm6h3v3HjRpVEXQD4/fffyTyEjz/+WOvOL6Aq7oPquGD+dyvQ881OBj8fAPivEm89XR3xv++Xws1NUdXny0XLkZObZ+DdhiH+znTCOgyd++uvv+LatWsAgE6dOmHs2LGolhSjPC+NfFSVKZqDleenozwvDUcP7ESAl4NpWsFqYe3atejXrx8ARaIxoKhx//nnn2t8D5lMhrlz52LAAHo/nLTdmCDGSktK8fHHH2PmzJkIDw9HdnY28vLycPPmTXzyySc6xT0xznWz5bAmi/bepC3uR64MR/06ihwhoZ0Ae+f1x+D2DWjt5C8Y3c7UUzcZT8KWIzNa0dwwdv9HeLznQ/IhqxKjWHRXZSzr9t9WnrF+tGoKBrqEbbB/hhwcNsB7772nM265vLwc+/btg52dHZYsWaJxnFpOkugkqwsiRhpQTW6lEhcXh7lz5+oU+VeuXEFSUhLatWunEpYDKOLmCWG/bt06MhZaG2KxGB9++CFkMhnmz5+vNV66SZMmOHnyJJycnHDnzh2MGjVKo5QkVdwHejjg06++wwdTxqNeIP0da0Lkt3sjBL/99hu8PD3xIjMLb0+crhHfzRTib27o34Z6rrZ/m+TkZCxevBiAorTokiVLwOPxILB3hqNnffJh56j4QeTgWQ9pGYWIjYuHfyPdd2TUoVYsMiSCL1++jDt37pDdmCdOnEje/dm8eTPeeustHDlyBA8ePMB///2HQYMGoaqqSiWvhPi7EP0PdFFerjqX3379EykpKUhNTcX9+/eRkJCAxMREJCcnIz09XWeiN/EjMjo6GuXl5cjOzlYJkysrKzM4HyZVojg4tNGthR9tcd8yyBvzR7clx+2F9EW+voZa1iao71z4tFT0wWk2ahWaj1lLPgDA0TtIZcyn1VBrTve1gxP4HCocXn8OX/X+GfE3lWXw8jOLsHjYJqyfsRvVVcod2PO7ozCv50+IDn9EjolLJFg5fgtWjt8CcYlyQY8Of4R5PX/C+d1R5Fh1lRTrZ+zG4mGbkE/peht/8ym+6v0zDq8/pzK3bQsPY2G/9RqdbBf2W6/SPpr4Hhtm7qnBX4IZKSkpeOONN/DTTz8hLS0NcrkcFRUVuHHjBgYOHIiUlBTs3r1bJfEUUIQ77Nu3j3y9Y8cOlXr0VPLy8rB161by9f79+3WWEfz999/RvXt3HDlyhBSb+fn52Lp1K8aMGYPQ0FCcPHlSa2Lp559/jj/++AN8Ph9DhgzB6dOntX7fQYMG4d69e1i2bBnWr1+v82/Tu3dvXL16FW3btkVYWBg6d+6MPXv24ElqOnKLyvAkqwiSsiKcDz+FSTM+w0fTp6BXN83eBgBQXqn9DgCgFPndOrfHX7v/wshhg/E4LgETJ07EN998g4cPH6KiQlEhITc3FwcPHsTkyZMBKBKM1fsUVFdXY/PmzeTf7/HjxzpzCWQyGcLCwhAbGwtAIfR37NhB3rGQyWSYPn06KSxXrVqlqDLE44MvdAbf3ol8COydUVpairOnwzHno2kIbhYCvr0T7So6IpFSLJw4cULrOZmZmdi4cSOGDx+O0aNHk+NCoRDHjh1DUJAibCAyMhLjxo1Du3btMGrUKDx//pzsZAsAFRUVOHv2LAAgJzsXF89cwbOELBTnKUT2+TPKqlH/7D6CColSdItLFRUo1q5di/bt2yM0NBQhISFo3rw5GjVqBE9PT3To0AFXryqT3gCga9euABTlZ+vXr4/Q0FDyx+WFCxfIDtJhYWEqQl4sFiMyUnE7/fHjx0hISDD0p+Tg0MnKKV1oi/sTi4fAUS20kInIZysufs3hVr8NAMCtXhu4129LPpx9m8KtXlvVsbqa9eXZBlNdwma4GHwOAEDGE0UzisjD91CSX4ZrR+7B+VXXybioJ8h8koPMJzmIj3oK91e3GiMP30VRTikij9yDX8M6AIBnSS+R+vA5ACAmIh71m/mpnXsXzV8l6BbnlSH2WgoAIDrsIUK7KmrHXztyDwUvixF5+B46v2qaJZPJcPPkQ8hlctw4cR9dpQqncvPUQ+S+KEReZhEGTO1K3mIjvoclmDp1Kn744QfcvHkT586dw5AhQ5CdnY3y8nIEBARgwIAB2LFjB1q0UG1c4u7urrEr/N9//8HX1xdvvPEGHj58SI63b98e9+/fVzn39u3bCAoKgru7u8pu56lTp9CgQQNcvHgRO3fuxOeff46ysjLIZDKEhoZi0aJF+PTTT8mESm188sknGDBgABYvXowRI0agZcuW6NSpE4RCIRITE3Hjxg307dsXt27dQqdOhkNpOnXqhDt37uC///7DgQMHcOLECezatRNVVdXw9fVB25YtMPbtYfh31x+wt9cUshWvflg+yymFo1AAFwftrosQ+UBjLF3xA7787GP8898Z3L9/H6NGjUJ+fj54PB6EQiGaNm2KLl264KeffkKvXr1UbsOuWbMG33//vcpueFVVFYYPHw5HR0fs2LGDFJX//PMP3n//ffLHA8HMmTPx6aefYvny5fD19cWNG8qKC99//70yXEktvlMmlaGsTHmXY9goZbKyLvLz83Hjxg2cOXOGDAECgEmTJmHatGlkTwK5XI7y8nKV7zV27FiVazVt2hT37t3Djz/+iKNHjyIjIwN+fn4YO3Ysvv/+e7Kc6JUrV9C/f3/ye8jlckx8510EBgbizPnTaNeyI0qKlfZ97NhxnDoVhsh7F9GkaTDmfjkXCbFJ5P8rRUVFKC8vVylhGRMTg6FDhyI2NhaNGjUCoLjLEB0djR07diAgIAC//PILOnTogH79+uHSpUvke//77z+4ublh69atyM7Oxv/+9z9yrmKxGC1btsTcuXNphaJxcKgjtKMv7t2ctP84J0T+1I0RBmPyOSxDSb5Sl6Q+fA7vV4U8Hl5JQsHLYkSdeIBxXw0CAIOhsNaGJ+fqhbGW4uJieHh4oKioiIxjpoNEIkFqaioaN26s0mxIGyKRCCGhISgX185b1k7OTkiITyB3JDmYEx8fj7fffhspKSnk2IwZM7B9+3ajrldWVob4+HjwALi7GK6WU1ZRjaSMQsjlgJO9HSqrpWga4KFT5APKxNviskrIAYSGhsKFUiff2hB/A/D4EDp7Q+iiTEaVSkpQUZwFZ9+mKkHs5XnpkEsrWftdApv4gifgoySvDK6eTrB3UibclRaIUV0lhYevG/mVLp+LxLofN+LcuXMa/k0mk6GkpARxcXGYNm0aPv/8c3z++eeW/FqshIlv5zAP9+7dQ8eOHXH9p3fQPlizQ7cucX8wMgUfbrqk9X2VVVJM3RiBszHPNER+zNNc9PjmGO7evYsOHTQ7ylsD4m8QOuk3SPJFSD23Fh0+PQm+nfKHTNyBz+DiH4qGfeeQY9mPwiC6tIlV3wVQfp+lRz9Bw1aBiDxyDwVZRRg2uzfsXt2lKcotxdkd19D6reYI7aqoipcem4HlY/606Pdhogu5HfzXnKCgICTEJ5C3tWsbPj4+nLivIaGhobhx4wbGjRtHhkv89ddf+OCDD1RisZni4iikJe5TMotgbydARZUUDXxc8CJfjJTMIr0in9jJT8ksQqlEs4sua5DLUFWWC7lMOcdqyauY9pJsFYEvl+qPcWcDQnsBvAM0Fx1XL9W7RRnPMzBr+sdYv2691jAxPp8PDw8PdOvWDSNHjuSq6XDYBHR37tWx1Z38zDuHUCJS5GmJLv+uUkVHnJMCcU6KyvlF6fTLL1uTXmM1xbqHjysmfDPECrMxHk7gcyAoKIgTwRx68fX1xcWLF/Hjjz9i5cqVqKpSlDi8ceMGmaDJlHp1XGiJe0d7O9Rxc4AopxR8Pg9NA9yRkllMS+TXq+OCxBeFRs3PksiqKAmocsVtX2m1BDxDrXhtlJVLVqOwoFBrOBaVwsJChIWF4dw524l75Xg9MVbcE9iiyJfkpkJaqcilKc2KA19LnlBZlrJpYmVxzQoecDCD2xbh4OCghUAgwJIlSxAbG4vRo0cjIyMDb731FqOmWFT09XaiivumAe7gU04W8BQi39HeDimZRSirqNZ5HZb0j9INjw+hiw8cvYPIh4O7onqQk1eQyjjdJFtrQU3AJ16XFUk0qnuWl1YgMV7RHXv+/PnYs2cP8vPzVc6prKxEeHg4evTogc8++4zbgOBgNUzEfZwoX+cxW0u8bTzkWzQetBAA0HLS72g5Wflw9m0K39YjVcaC+s618oz1Exf1RMOPxd54AlF8pspYaYEY0eGPUMnmu8PgBD4HBwdDmjVrhmPHjiE+Ph5jx47FxIkTMWHCBJw+fVpnBSAmqIt7gRaVzkTkc1iGnOcFKmL+ZVoecp7loyhHmWhbXlqBl2l5+PKLefCt64ucnBx8+umnqFOnDvz8/NCsWTM0atQIrq6uGD9+PBYuXMjF3nOwGqY7919uv47bydk6j6uL/Bvx3K63pfj353MI36qs2hV74wk2fLgbK8dtVinasXXBv9g87x+c3XXdGtOkDSfwOTg4jCIkJATr16/H06dPsXbtWlRVVeHYsWM1uiYdcU/AiXx2IbDjq9wxIZLT7CilBAV2fIAHtG/fDldvXcQXX3yB7t27w9vbG3l5ecjPz4e/vz++++47pKamYtq0aZb+GhwctGEi7l8WKARisL87Rq4Mpy3yF+29afJ5c+jG61XVHABw83IGX8CDq5cLhJRQUO9ATwCKuHw2w8Xgc3Bw1JhGjRqRZQyNhYm4JyBEPp2YfHYiByBT6VKrLGwmVxxWOZe9+Nb3Unldt2EdSKtlsBMq95HsHYVo0MIfPD4P1RXVeO+997Bq1SpWVQXi4KBDnCgfX+28QUvcJ2cU4qcj9wEAG2Z0x5L9tzFyZThOLhmGzs3qan0PIfJH/hCOyDh27uLLpVWQSauUzynHZNJKxVi1sjiAXMbuTZh5295H697KWv1BoQHYELkQQgc7OLo4kOPvLxuJtz/rg+LcUlw6wN7EYVtaCTk4OGopxoh7ApsW+XI5qsryUVWmGZcrznlihQkZj3o7dx4PKuKeQGDH3TjmsH2+3H4drRvVoSXuhywLg5O9AIViwNlBiBOLh2DUqjO0RP7KKV3QZ/F/5voaNSLh33nk85gtYzSOS/JFyI07Y8kp1Qiixw8VN2/NMb6AD29/D5TkWabXjrHYyCrIwcFRW6mJuCewZZHPs7OHvbM3+bpaUgxppRj2bn4qormCq0DBwcEagv3daYt7D2d7fDS4JebtVDS7c3Oypy3y9TXUsjaBXd9HaUYsikV30bD/PPApZTJTz62FwN4ZQX2UdfALkiNRmBql7VIcZoDbSuHg4LAaTMV9ZZXuzoE2GZPP48POwR0CRzfyYeeoqCNvRxkTOLqxvooOoEiizXySg7JCZeM8uRzIfVGIl2l5kFYr//2qbOHfh4NDBxtmdKct7sOXDoeHq4PKcULktwzyNhiTz1Y8GnVBnZD+AIA6LfqhTkh/8uHs2xTeLfqrjLk36mzlGRtGJpXhryUnsGHGbpQWiMnx9NgMrJq4Fed3284PFE7gc3BwWIXySiltcV8lVQhDUU4JJGplzKioi/zySt3ncpieknwxKsqrUEy5dS2tlqK0QIzy0gpIyirIcXGJRNslODhsAmcHoc5j6uLeX63RG0FtEPm1jcLsElz95w4eX0tB/M2n5PiNE/fx5P4zhG+LJMdkMt0bTmyAE/gcHBxW4VlOKS1xL6mSIuvVTgqfz0NyRhFtkf8sp9Tk8+bQjaevK5zdneDp50aO2QkF8KzrBjcvZzi5OZLjLh5O1pgiB4dZoSvuCTiRzy68/N3xzhf98dbETmjzVnNyvP97XdFleGtM/m4oOcb2Dtu2EaTKYRRy9Q4zHBwswkEooCXukzOKwOfxIIUcQb5ueJ5biuSMIjQL9ICjUHt8KiHyk14UobySxaEgchmqxKoJttUVxQDwaly5gMillWA79k5C1A3y0hj3rOumMWan49+OQzecT2c3TMU9AZOYfDaRG3sWJS8eAAAy7xxSicEX56RAnJMCe1cfcqwwlf0lP3k8HkZ+2kdjvG6QNz7eMMHyE6oBnMCvhRC/KqVSLjyBg7008HGhJe4FfB58PZzwLLcUdgIemgV6IDmjiJbIb+DjgqSMInN9BdMgl6FaXKB8KVf8f1slLgQPbG/Fy2FJCJ/O9p3D1xFjxT2BLYr8/MRLkFYq7pK+jDmqIvAJXsYcJZ9XS1jui2sZnMCvhQiFQgiFQpSWlsLVld2NGDheX/h8euK+WaAHSsqVLcGFAj5tka/vM1gBjw+hszeELspdb6mkBBXFWXD2CQa1c1R5Xjqrd/GlUtV4VJlUjqqKajg4qy76lRXV7P93YSklJSWkf+dgD0zE/bOcErQP9tF6TJvItxOw98dc8zFrIMkXIfXcWrSbdQh8O2XScdyBz+DiH4qGfZVVdLIfhUF0aZM1pkqLZ0kvEdQyQKV62YuUbDi5OsCb0gCrUlIFUVwm+Hbs9mPstRwOo+HxeHBzc0NRURHKy8sNv4GDg0Woi3uhlgWOEPkCGjH5HJYh53kBtV8XXqblIfNpDopzlQm3FeJKZCRn40VyNmQyLtyECeXl5SguLoabm5tGzwEO68F0537OlmtIzijUeVw9Jj9OpNkjg8M87Pz2qEqVnJR7Inw/4jcsHroJ4mKlltq28DB+nLwNF/awO+SI28Gvpfj4+KC8vBwikQju7u5wc3ODQCDgFgYOq1NRoaikUlElBV8tBKWiWor07BLw+TwE+bpCKpVDKpWi6lV5RfX3BPm6Ii27BEkvCtGwrhsc1GpGV7wS/hUVFRAI2BPzTfwNADnkMqlqt0epImdAVl2psoNPqGe2fhe5XLFjT0xZ/krAS6ulZEnMaqKqkVz5nG3fh03I5Qr7LykpQXFxMRwcHODjo333l8PyMBH3RaWK/09cHe0wZFkYziwbjmaBnlrPpe7kf7n9ujmmzvEawAn8WopAIECDBg2Qm5uLkpISFBYWWntKHBwAgMrKSuTm5sKuWgx7SqfTqmoZsovKwefxUNfDCc8zlTWIyyTVyCuRaLwHAHhSOfKKypGTm4u6Hk4QUjqlVlbJkFsohlAohL09e+rIE38DgAeBQzkE9srYVFmVBNWSYthXqH7PqrI8yGVS1n4X9zoueCHKIMflcjmkPCkKi6tQWFxIjkv5UvB4PGRmZKIot5R134eNCIVCeHp6wsfHh/sxxBKe5ZRg3o4btMR9VoEYa4/GAAA2ze6FhX9F0Rb5A5acxKN0bhffEsz4aQy6j2pHvm7aIQgrTs2Bk6sDnN2VVb9mrR2HwR9kgi/g4ebJh1aYKT04gV+LEQgE8PPzQ926dVFVVcX6mq0crwexsbH4+OOPcWDBQDRqoIg9T88uxqzfrsDVUYitn70FH7FqCcXwO+n4bu8tlfdQcSoqx+zfr6BUUoVtc95Cw7qKZlHxzwrw8brzOHLkCFq0aGH+L0cT4m9AYOegrDJTXVECAOALncDn22mMs/W7zPm/yQhsqpYUqE23vwofz0jJxm+fH2DV98nIyEBBQYHhEyl4eXkhMDDQTDNSJNQKhULu7ivLmLPlGnzcHWmJ+2HLw8ieHHVevWfY8jBaIn/DjO4Y+P0pc3yFGpN09Fsyyfb+tokqSbbVkiKIc1JQkHxVZYzN1G/mp/H/WT11nwbA3lGIpu2DkB6boXGMTXAC/zWAx+NxO2QcrIHH4yE9PR1ycR4cqnhIzijE0Fe3uQ8tHQ5/5wqgqkLlPRXFOSrvUaeeM7BjZhsMWx6God/sJRdNuTgP6enp4PF4cHR01HiftSD+BgDAFzojoFM/8lheYgQk+SIEdHlPZcF8EbWLfC8bv0tpdREqBC6031daXcSqfxuRSIQ3WrVCuYRZAy4nRwckJCYhKCjITDPjYCOujna0xX2RuBLfjG2HRXujAQD+Xs60Rb6+hlrWxrtFX5S8eABJvgh+7cdo9Vd+7ceQY4WpN1GWFW/xeb6ucAKfg4PDajBNUMsr1i2+tC2abEdg7wr/juMR0HkSOWbv5ovUc2sR0GmiSlWKvPjzkBQ+t8Y0aZMem4GwLVfx1qTOaNW9CQBFqM7JPy6j4GUxJn07FA7Oiu+Un8Wu3bzc3FyUSyR4p2sjHLuZhlmDQjG9f4je92w/F4ddEYnIzc3lBP5rxqbZvWiL+zPLhuPuk1yV40xEPlvxaTUYrgGhWv1VQUokXPxDVXybwNGN9QJfl7/KFuXj6Mbz6DCwJboMa23lWdKDq6LDwcFhFZ7llDBOUJu7NZLsaqsNYtH0cLbHkGVheJZTYvJ5c+gmbMtV3Dkbi6MbL5BjBVnFOL7pIq4cuoOHV5LI8ejwR9aYokEWvNMe30/qiG3n4nE2RoT2wT46HzMHtbT2dDmsRB133Xed1MW9LuGu7q/0VdfhsAy6/FXEvpuIDn+MAz+eJsfYHvbMCXwODg6rMGfLNcYJaqWSagxbHkZb5M/Zcs3k8+bQzVuTOqNxm/oYOK0bOebp54beEzrhjZ5NEdo1mBxv+xY74u618e3YDvh+UkesOHgXa47cs/Z0OGwIuuKegBP57EKXv+o+qh2atG+AYbN6kWNsbzjHhehwcHBYBSYxrESC2m8f9cS8HTcwbHmY3vcSi2a/xSeQy+JNfGllKfISI2Dv5kuO5SVEKP6beFElppXt4TkA0Kp7EzI0h4DP52P6ylEa5wY08dUYYxPfju0AAFhx8K7Kaw4OXTAV9wS2Gq5TlBaN0oxYAJr+SpyTgoqiDLgGhJJjxWm3LT5HpujyVw1bBWLxwdlWmJHxcAKfg4PDKjCJYSUS1Br4uuHMsuEYsiyMlsjfNLsX3l51WutxtkB0glQnPWKjFWbDQYUT+Rx0MVbcE9iiyM+4uYd8rs1fSSvFWn0bh2XgBD4HB4dVYBLDSk1QaxboSVvk6/sMNsCzc4R/h3EI6DSRHMtLvIj0iI1o/9FR8Cg7Yo/3zUJlcZY1pkmL6spq1ddVUpTkl8HLz11lvCS/DEIH21l6bFXki0SiV70WmOHj48MlDDOEibivTYUCQsZvRHm+SKu/ijv4GVz9WyKoz2fkWE7saTy78oc1pkqL4rwyjTHCXzm6OJBjMqkMhdklkMvZ3Y3bdrwsBwfHa4G2xVK9AgUTkc9m+Hw78AVCleoTxG1unvo4n93uesuCf/HThflkHelfP96H2Gsp+ODHd9DrlSgWxWdi5bjNcPVywSe/TLDmdBlhayJfJBKheYsWqGBY8hMAHJ2ckZgQz4l8mjDduZ+7NRIXV40yGF5IiPyNM7qbYdamgScQ6vZXAnuNMR7LfdjGWXt0+qvVZ78gRf6eZSdx9Z876Du5szWnaxB2/7U5ODheK5gslrVF5NcWSgvEkMvlpMDPz1SUwSyglMMsKRBDJpWjtKAM0ip2V6BQx5ZEfm5uLiokEjQe9A0cvRsAUMRLZ9zcg5DxG1V2WlPPrIGjT2MEdJoISf4zpJ77iSv7SRMm/kry6g4XUSiATg7RsOVhXKEAC6PLX1VXSoFXbT7yXyVCF+WWWmGG9OEEPgcHByswJoaVE/nsYcaasSpVJb7aOQ2pD5+jbV9lLflW3Ztg/s5pcPNyhlzG7tvb2lAX+YPbs1sEO3o3gEvdZgAUuR4A4OzbVHWnVegIoZMneR4HPfKKJZix6RItf1VSXokNxx8AqH2FAmoTExYOwoD3lXdMqP7KlfLvNHvdeMTffArPum64d569df1rLPATExMRGRmJ7OxsuLu7o1OnTujSpQuj8kH379/HlStXUF1djbZt26Jfv36Myw9dv34dUVFREAqF6NKlC7p162b4TRRkMhkuXLiAmJgYuLm5oWfPnmjTpg2ja1RWVuL06dOIj4+Ht7c3+vfvjyZNmhh+IwfHa05NEtRsWeRLK0vxImoXClIiyTFxTgoARQwrX6AUYmyvouNTz1Pltbe/B7z9PTTOI6rssLXN+6nbaWgf7KPzOFXkZ+brLtfKBlLPrAFfqMhD0WVX4pwUiHNSUJYVD1kV85Ce15W5WyNRUS2jJe5HrTqD56/iu2tToYDUM2tIv6TPrqhjbCa0axPYCQUqY+pVwQDA1csZnYe+wVofRmB0Ec/MzEyMGDECISEhmDVrFhYvXozPP/8c3bp1Q9u2bXH9+nWD13j58iWGDx+Ojh074vTp07h//z4mTpyIVq1a4e7du7TmkZycjG7dumHAgAGIjIxEVFQUBgwYgG7duiElhZ4xRUdHo1WrVhg/fjzu3r2Lc+fOoVOnThgxYgRevnxJ6xqnT59GcHAwZs+ejUePHuHIkSNo3rw5PvjgA5SWsvs2DgeHNalp9QlAKfKLxJUG6+SzERf/UPIhsFcs9q7+LVXGOSzD6sMx2H0xUe85RJ38befYu3sHAI4+jWnblYt/KBx9GltrqjZHqaSatriPE+VjwTttyXEm/orNhQIcfRrTsiviYe/ub62pvpYYtYOfmZmJbt26IT09HY0bN0bLli1RVlaGqKgoVFRU4PHjx+jbty+OHDmCkSNHar2GSCRCr169kJmZifDwcAwePBiAInawR48e6N27N86ePYuePXvqnEdMTAz69esHQLGD36GDYmflyZMn6NatG7p3746rV68iJER3u/EzZ85g9OjRCAgIQExMDIKDFY0NoqOj8dZbb6FXr164evUq/P11G+aOHTswe/ZstG/fHqdPn4avr6K+84kTJ/DOO+8gMTER58+fh4uLi56/KgfH6wdTcS+uqNJ5TNtOPtsR2LvCv+N4lXbuROv3oD6fqYRSlDyLYf0ufrYoHxH7bqL7qHZo2CqQHI88cg8FWUUYNrs3uUNWUsjOH2Gj32yETzdfBQBM66e7Gde3YzsgM1/MapEf0GkiGXqjy67KsuLh4h+Khn3noCw7GYWUu0kcuvnto560xf3JJcPwJKtY5bgt33kkCOg0EV7B3QzaFUH2ozCILm2yxlQZoc1fFeWW4syOa2jzVnOVBlhsxqgd/E8++QQAEBYWhqdPn+LUqVO4dOkSUlNTSaFeVVWFKVOmIDMzU+P9VVVVePvttyESibBw4ULyPYCiRNfvv/8OsViM0aNHIycnR+scCgoKMGLECBQWFuLnn38mxT0ANGnSBD/++CNycnIwatQoSHRUEnj69CnGjx+PiooKbNu2jRT3ANClSxd89dVXSE5OxqRJk3SWQ7px4wY++ugjAMD+/ftJcQ8Ao0aNwrvvvouoqCjyb8bBwaEgr1jCOEFt/o4bKCmv1Hme+s6YvpJ0HKbn6MbzOL87CvtWniLHCl4WY9d3x3B800U8uJRAjkcdv2+FGRpmweh2mDEgFJ9uvmpwJ396f92bRxy1mwa+bjqPqYv7zs3qaj3P1u881kZ0+aszO67h7M7r2L7wCDkmk7G7UABjgZ+YmIibN28iIiICw4YNUzkWEBCA//77D506dQIAlJSUYNMmzV9rGzduxIMHD8Dn8/H5559rHB8wYACaNWuGvLw8fPnll1rnsXjxYmRkZMDLywvTpk3TOP7ee+/Bzc0NSUlJWLlypdZrzJkzB6WlpWjVqhUGDBigcfzjjz8Gj8fDlStXsH37do3jMpkMs2fPhlQqxdChQ9GiheZuDyHs9+7di/Pnz2udBwfH68jcrZGME9SeZhVj1KoztEX+3K3cbqQl6TCwJTx83dBlaGtyzM3bBW/0bIqAJr5o3KY+Od6sIzsTVHl8Hn6Z2YO2yOfgoEJX3BNwIp9d6PJXbd5qDi8/d3QbpQy1YporamkYz+7EiRNYvny5zuRRe3t7rF69mnx96dIlleMSiQQ///wzAKBjx47w8/PTep0hQ4YAAA4ePIj09HSVYxkZGdixYwcAxY8BoVCo8X5HR0f06dMHAPDbb7+hrEy1gcGdO3dw+rQicUX9hwpB/fr18cYbbwAA1q5dq7GLf/ToUcTGxuq9RteuXeHp6QkAWLNmjdZzODheR5jEsBIJar/M7IE4UT5tkV8qqdZ5DhuQVpai5MVDFD9/QD5Knj8EAI1xtofnAECXYa2x8dpCDJymLHJgJxRg/o5pWBU+VyXptnHr+touwQr4tUTkl71MMmhX4pwUlLxQPC97mWTlGds2TMU9ga2K/LKXSbTsihzLTrbyjA2jy1+Fdg3G+qtfY9xXg6w4O2YwjsFv3rw5hg4dqvecPn36wNHRERKJBIWFhSrHTp06RXbXI3b6tfHmm2/i//7v/yCTybBz504sX76cPPb333+jsrKS1jVOnjyJ4uJi/PPPP/jggw/IY3/99Rf53NA1Hj16hJSUFFy+fBl9+/ZldA2BQIBOnTrhwoULuHTpEp48ecJV1uHgALMY1gXvtMUP/9xDyyBvnFwyDCNXhmPUqjM4sXgI3Jzstb6/WaAnfvuoJyatu2Cmb2AaikV3USzSLCqQfGKxFWbDQUCIfAC0YvLZiLZ4Z212JckXIenoQktMqdZirLgnsMWYfKp9cXbFPhgL/NGjRxu+qJ0dvLy8kJmZicDAQJVj4eHh5HNqzLs61MTYCxcuqAh8Y69BFfjGXoMQ+JWVlYiIiKB9jQsXLkAul+PixYucwOfgALMYVmqCWudmdWmLfH2fwRZ8Wg6Gf6eJ5Ou8hIvIjN6HVlO2qDQkiv37U8ir2ZtToC1PSSaVgS/ga4zx+DxLTatG2LrIbzJ8KZzqNASg267iDsyBa0Aogvp8hvK8dDwJW67rchw6YCLua1OhgCbDl0Kc88SgXRHkxl9A1u2/rTFVWmiLqSf8FdHAjzrOdswWQJSfnw9AkaxK5datW+TzBg0a6Hx/QEAA+TwmJgbV1Ypb7XK5HNHR0Yyvcfv2bfJ5Tk4OUlNTa3SNBw8ekMm7Tk5O8PHRXTdZ1zU4ODg0obNYEiKfTrgOmxHYu8LBIxCOnvUoD8WmiPq4g6tuH8MGdn9/QkXkb1t4GLNbL8fd83HkWFZqLuZ2XY0lI/4P1ZXsDp8isOVwHXs3X4N25egZSI7Zu/kauCKHOkx37mtToQCFfRm2K+Jhz3If9sOErTr9VRXlh9mRjecxq9Uy3D7z2BrTpI1ZBH5sbCwqKioAAJMnTybH5XI5nj59Sr5W392nQsStA0B5eTkyMhQNBbKyslTi6ele48mTJ+TiQ62Pb2dnh7p1df8PSb0G9X3U51QBz+QaHBwcqjBZLGuLyK8tvEjKVulOm3wnHTKpDGmPXpBjWam5EBdLkJGSg3Kx7fx72bLI5zAfTPxVdbUUAFcogM3IZXKd/kpcUkGOJ98VQS6X41liljWmSRuzCPzjx48DAAYNGoS2bZUZx4WFhSolK11dXXVew8HBQeU1EcuflaX6B6V7DZlMhpKSEo1rODs7a9x60XUNaj4B9Rr65qDvGhwcHEqMiWHlRD57eH/52yrhOJ//MQWTvxuGYbN7k2Nt+jTHBz++g/nb34ebJ7vji9XhRD4HFXFFFW1/VVklxZ+nFQU5aluhgNrE4A976PRXHj5KnTdj9RhM/HYIBk3vbo1p0saoRlf6qKysxB9//AE7OzusXbtW5ZhYrJoZ7uxM38EXFxeb5Bru7u4q1zBmDurzMPYa6lRUVJB3Pgydy8FRm6hJghqTmHy2Ia0sxYuoXSiltHMvSr0JAEg5tUwlppXtVXQahPhrvFYf4/P56DVW0bOErW3eb8RnoX2w9lAC9Zj8b8e2t+TUGPPs6hYIHBQNFnXZlTgnBeKcFFSW5kBaUab1OhyazN9xA+nZJbTE/dSNEXiYngcAtapQwLOrW1Ca8QiAfrsiKH5239JTZETXEW3g5KrckKX6Kyq+Dbww+IMerPVhBCYX+L/99hsyMjKwaNEild17QFFRhoq28pYERJUcAnt7e7NcQ9/71a9BvN9U11Bn9erVKsnEtoZIJCIrJDHBx8cHQUHsrInNYX5qWn0CsG2Rz8EuFu29iWB/dwzVUaefKvJXH46x5NQ4WMTTrGKELx1OS9yfjXmGOcNb49eTCjFc2woFcLATkwp8kUiEpUuXomvXrlixYoXGcTc3VUPV1WFW2zF3d3ed19C1g65+DeK91Gvom4P6cWIOprqGOosWLcL8+fPJ18XFxXoTgNmESCRCaEgIxOXljN/r7OSE+IQETuS/hjAV91Wv4li1oW3RZDsCe1f4dxyPgM6TyLG8hAiknluLpiOWqbR+f7xnBut38YvzShH13wN0GNASvg28yPHHkckoyC5Bj3fakc1hJCyNwe/Wwg+T153HgQUDDYr83OJyHL+VZtkJMqBB74/gUrcZAN12FXfgM7j4h6Jh3zkoy05G/ME51pquTfHLzB60xf2BBQNRpGbvtWFTokHvjyDJFxm0K4LsR2FaS7eyDW3+qry0AteO3EPIm4017kyyFZMJ/KqqKkyePBkeHh44fPgw7Ow0L+3i4gIvLy8UFBQAgEbzKSpEFR4CQvzVr6/aHKWsrEynwKdew9fXF05OTgBUq+bom4P6NagC1BTXUMfBwUEj98BWyM3Nhbi8HDvn9kWLep4qx6qqpViyPxpRiS+xempXdA9V/s+R+KIQH266hNzcXE7gv2YwiWElEtSW7I/Gyf8Ng71QoPU89UVz5ZTOZpk7h3YO/XQGUSceICYiAd/umwEAKMotxYaZewAAbl7OaNdPUXr4+tF7VpunPlZO6YL1xx/QEvkLRrdjtcDnMB8tg7x1HlMX90M7BuFgpGaBjdog8msbuvxV+NarCNtyFT71PLH24lcAtJfVZBMmS7JdsGABHj16hJMnT6JevXo6zyM6wwLAixcvdJ6Xk6OM22rcuDEp4j08PFTENd1rUD83JCSE/AEiFov1Jr7qugbd76HvGrWRFvU80T7YR+XRpbkfTv5vGIZ2CMLifbeQVSAmj6n/GOB4fZi/4wbjBLWoxJeYujEClVWGd/LjRPmYv+OGyefNoZum7YLA4/HQjCKKnd0cENjUF87ujvBvrIxtDzQiFMsSCO0E2DuvPwa3b4DJ687j9F2RznNtpZ4/h+XQJu71wRUKYBe6/FWj1vXAF/DRrFNDckxfgRY2YBKBv2nTJmzevBnHjh1D+/b6k4769OlDPqeWzFSHeqxXr14mvYa9vT26deum9Ty61wgODiZ3nIuKijTuONC5xuuEvZD+osnxevA0q5hxgtrqqV1xNuYZbZH/NIvdierSylJUFGVAUviC8lAkbqmPV5Qyz2+xNH3f7YJtscswdt5AckzoIMTKU59j061FKgtm6Ju6mwNam9rirypLcgzalaQwgxyrLMkxcEUOfTAV9wS2KvIV9mXYrohHpQ34MF3+quPAltj6aClmrR1HjrFd4Nc4ROfIkSP46quvsG/fPvTv39/g+WPGjMHKlSsBAHfvarZnJ4iNjSWfjxs3TuXYmDFjsHfvXvIaY8aMMeoakZGR5DU6dNDMlKZeQygUYtSoUSrH3nnnHfz666/kNQYOHKjxfgCIi1M0Tqhbty569+6t9ZzaQpwoX2cFCmLRnLoxgrz9zfZW3Bzmg0kMK5Gg1j3UHwcWDMTkdecxdWME9s7rrzdc55eZPTDr9yvm+gomITfuLHLjzmqMx+7/yAqzqTnqnWsBxULI9sVQHW3+iq5gYwvautJqs6ti0V083vOhJaZUazFW3BPYYrgO1b5qk13p8lfafBubqdFsw8LC8O677+LXX3/FxIkTdZ5H7W7Yrl07UuRevnxZa3tzALhxQ3FrPTg4GEOHDlU5NnLkSAQHK3Z/Ll68qPNziWv07t0brVu3Vjk2ffp0MuFV1zUkEgnu3VPEiU6ePBne3qoxd3PmzCGr6ei6Rnp6OhnC8/HHH2tUAaptfLn9Om4nZ+s8rr4zdiOe3Y0iOMwHkxjWtpSdlKEdg3BgwUBaO/n6PoMtuAd1RPMxa8mHT0tFcnCzUatUxjksj63v5Af1nUvLrhy9g9B8zFoE9Z1rzenaLEzEPZ1CAbaykx/Udy4tuyJtsNVQfZfjMDFGC/zz589j7NixWLp0KT799FOd51VXV2PUqFEqce4//vgj+Hw+MjIyyF10KllZWbh27RoAYNWqVRoJuwKBAKtWrQIA3Lp1C2lpaRrXuHPnDtLS0sDj8bB69WqN456enli0aBEAxQ+V0tJSjXNOnToFiUQCJycnLF26VON406ZNMXPmTADAv//+qzXh4t9//wUA+Pn5Yd68eRrHaxvB/u4YuTKctshftPemBWdHH5FIhHv37jF+iES2JQDYCJ3FkonIZzMCe1e41WsD9/ptyYdb/TYAoDHu6FnfwNWsy9FfVWt1H15/Dl/1/hnxN5UhivmZRVg8bBPWz9hNJk6zHVsW+S5+zQ3albNvU7jVUzx38Wtu5RnbHkx37pfsj6adQzRq1RmIK6pMPWWT4eLXnJZdkWOvKjqxlQ0z9+j2V5R/s/O7ozCv5094fE0zcZpNGCXww8PD8fbbb2PMmDEYM2YMEhISVB7x8fG4d+8e/v33X/Tp0weurq7w9PQk39+jRw8sXLgQALBixQqNXfzFixejuroa7777LiZNmgRtTJo0CZMmTYJcLtcoySmTyfDdd98BUJSe7N5de7exr7/+Gj169EBJSQk2bNigcqy8vJysSf/rr7+SdwzUWbduHZo2bYonT55g3759KsdycnKwfv16CAQC7Nq1S+VvUFvZMKM7WgZ50xb53Vr4WXB29BCJRGgREoqOHTsyfrQICeVEfg1gsljWFpFfW3gcmQKZVLnJEXXiAQpeFuPRlSRy7OnD58h8koPYaykQF+kvL8wmbFnkc5gPJv5KLlPoHK5QAHspyS/T6a9K8pXVEqPDH6EopxQJ0anWmCZtGMfgHzlyBJMnT0ZVVRUOHDiAAwcOGHyPtuZNP/zwAwoKCrBlyxZMnToV3333HaqqqrB27Vr8/fffmD59OrZs2aL3ujt37kRZWRl27doFLy8vfPLJJ8jNzcXSpUtx4cIFLFq0CD/88IPO9wsEApw4cQLDhw/H8uXL4eDggAkTJiA1NRXffPMNkpKS8H//93+YNWuWzmu4urri3LlzGDx4MD755BNUVlZi4MCBuH//Pr7++muUlpbi0KFDGmFGtRVnByFOLB6CUavOYOTKcL1JlPZCAVZO6YI+i/+z8Cz1k5ubC0m5GI0HfQNHb0XFpqSj38K7RV/4tBpMnleUFo2Mm3sQMn4jeAIhJPnPkHruJ67kp5EYE8NKiHw6Mfkc5mX814NUYlRnrh2LR1eSMHhGT3KsXb8QjJ7bD17+HnCv42KNaRoNl0PEQaWqmr6/ksnk2Hs5EYCiUMDifbdo5RCdXDIMw5aHmWX+HJp0e7utTn/l5afsYfTe9yMQ9d8DtOjSCLEs3sVnJPCjo6MxceJESKX0d8oaNWqEfv36aYwLBAJs3rwZQ4YMwS+//IKePXtCKpWiR48eOHfunM6EVSpOTk44duwY9u7diz///BPbtm2DUChEv379cOvWLXTubLgGdp06dXD58mVs3rwZu3btwooVK+Dm5oahQ4di3759aNGihcFrNG7cGLdv38bGjRuxYcMGfP755/D19cXo0aPxzTff6C0bWhtxc7KnLfKFduwVYwVPb0CY6QlAUe0k59FJleP5iREAgNzYs+AJhKgqL7TwDGsPNUlQs2WRL60sxYuoXSrVJQi7El3+XaX1O9ubXKlXxQntGozQrqpjdkIB3v6sLwCwts07k0IBq95708KzY0bmnUMQOnkC0G1X4pwUiHMUIoXzYfRZsj8at5KyaYn7L7dfx+XHmQBQqwoFZN45hBKRoliKPrsiKEq/bdH5MWXQ9O7w8HElX1P9FZWGrQLRsFUga30YASOB36VLF1RXV5t0AqNHj8bo0aONfr9AIMD06dMxffp0o6/h6OiIL7/8El9++aXR1/Dw8MCyZcuwbNkyo69Rm2Ai8tmKJDcVlUJHlbGyrHjyubRSDAAozYoDX2APWZXthBywiZpWnwBsW+QD+u2Kw7J8uf06mtfz1HvnkRD5bM0hIqD6MEN2VZYVz/kwBkQlvsShrwfREvc7LsTjg/4tsCtCsYvPxF+xuVCAJDeVll0RVBZzRTUsick62XJwqGPrIr/xkG/JNu/3t06AX/sxCOiszAkhWr+3nPQ7+Hb2XJt3I2Aq7ok4Vm1oWzTZjsDeFf4dx+u1K4LHe2awfhe/QlyJB5cT0bJbE7hSwldE8ZkoKRCjVfcm5Bhbk2yJQgGGwgv3zuuPkT+EIzKOvaKF6sN02VXcgc/g4h+Khn3ncD6MAaundqUt7v/4uDcchAJS4AO2vykBKOxLki8yaFcE2Y/CILq0yRpTZYRWf1Ulxf2LCQhuUx/eAR5WnB19bKuoJ4fNQYh8Oom3HK8XTGJYCWG/7vh9yGiIfCLxVl9JOg7Tc3DNaWye9w+2LviXHCvJL8PKcZux4cPdiL3xhBy/fjTGGlM0CJNCASundLHgzDjYRPdQf53H1MX9tH7aQ325QgHsQ5e/Ct96FX/MPYj1M3aTY9oqJ7IJTuBzmB1O5HNoY8n+aMYJasdvpeHL7ddpi/wl+6NNPm8O3RCJaN6BnuSY0MEOrl4u4At4cKPs6rvVcVV/OysgCgXQ8VdsziHisA50xT0BJ/LZhS5/5eWv2LWvQ9m9Z3vzPk7gc1gEWxT5cmkVZNWVioe0SvEgXr8ao54nl7K3XjEbiUp8yThBbdG49thxIZ62yI9KfGnyeZsSmazaoF2RD5lp85/MwchP+2DdlQV4f/lIcszRxQGrz36Bjde+QVBoADneoX+INaZIC1v0V9pQ92EaY9WVkEkrOR9mIpiKewJbFfnyV+si+VyHXREPuQ34MF3+qtfYDlh/9WvM3fweOcZ2gc/F4HOYlGc5JTorUGiLybdjcevnhH9VG5NlRu9DZvQ+jfNitoyx1JRqFUxiWIkEtRGdGyHI1w2fbr4KAPhlZg/w+dqd7NCOQVg9tSu+/ivKLPM3BfJqSa2yKx6PB29/zfhURxcHwLaqYtp8DhGg6cMA7XYlyRchN+6MJaZUazFW3BPYYkw+1b5qk13p8lfUUpm2ACfwOUzKnC3XENrAC80ot+ipqC+a6z/U3oSMDQR2fR8O7oo4y9Rza+HoHYSATqrJkMWiu2jYfx74AiEqirOQcXOPtaZrczCJYaUmqBELJx2Rr+8z2IIhuyJIPbfWGtN7rbF1kU/1YfrsSmDvjKA+czgfZiRMxH1tKhQQ2PV9lGbEGrQrgoLkSBSmsnfDpbbB3u1TDpvE1dEOQ5aFITmjUOc51NvfX26/brnJMcSjURfUCemPOiH9YefogTot+pOviQcA1GnRD3VC+sOjEZdwZwroLJbT+rXAHx/3phWuw2YE9q4G7Yp4OHrWt/Js9ROxX7Vk5PndUVg1catKrejSAjE2zNiNv5acYH2CGoEth+tQfZguu3L2bQrvVzbI+TDmMN25r02FAgj7AvTbFfFwb2S4N5E12fHtUd3+itKl++aph1g5bjOePGB3VTNO4HOYlE2ze8HD2Z62yA/2t61bXhzmhcliWVtEfm3h2pEYlUUwfNtVPLn/DFH/PSDH4qKe4PG1FFz95w5KCsTWmKZR2LLI5zAfxoTlcIUC2MvzpJc6/VVhTgk5fv6vG0h99AJ3z8VaY5q04QQ+h0mp4+6I8KXDaYv8DTPYG6LDYVmMWSw5kc8ehs3uBT4lp2byd8PQZXhr9Jui7Pbatk8LvDWxE975oj/cvW0rKJ8T+RxU5Az91cnoVAC1r1BAbaJVz6Y6/RU1/n7M/IHoNKQVeo3pYI1p0oaLwecwOf5ezghfOhzDlodhyLIwnFk2XGdMvrODUOs4G8iNPYvidEUb7mpJETLvHFI5nveq9XvmnUPgC4SoLM21+BxrCzVJUGMSk882pJWlBu2KgO1NrjoPeUPldZdhrdFlWGuVMQdne0xbMQoAWNvmnUmhADbnEAGqPkyXXYlzUiDOSYG9qw/nwxiw7vh9nIhOo+Wv1hy5h2M30wCgVhUKyI09i5IXih1vfXZFUJjK7s7P4+YPRF1K52Cqv6LSqnsTtOrehLU+jIAT+BxmgYnIZyv5iZfA4yurGMiqxHgZc5R8XS0pAgC8jDkKvkAIuYy9sZJspqbVJwDbFvmG7IrDsjApFMDmHCJA1YcZsquXMUc5H8aA47fS8Ocn9MT9ioN38U7XRqTIry2FAvITL0FaWQpAv10REDbIYRk4gc9hNmxd5Dcfs4Zs835/6wT4tR+DgM6q1U5Sz61Fu1mHwLez59q8G4EpxD2BtkWT7QjsXeHfcbxeuyJ4vGcG63fxpdVSpD58gaCWAbB3VC72+VlFKC+tQL2mygo0cjk7w6mIQgH6/BUh8gcsOYlH6fmWnSADqD5Ml13FHfgMLv6haNh3DufDGLBoXHva4v77SR3RqK47KfAB296UIGg+Zg0k+SKDdkWQ/SgMokubrDFVRujyV08fPkdAsC+c3RytODv6cDH4HGaFEPl0YvI5Xi+YxrACwF8RCXqPq8fk6ytJx2F6/l13Dj9O3oZtCw+TY+Liciweugnfj/gNKfdE5PjNUw+tMUWDMCkUwOUQvb6M6NxI73GquP92rPZYbS6HiH3o8lfnd0dh1YStWP/hbnKM7ZXAOIHPYXY4kc+hjXXH7zNOUNt2Lh5rjtzTey510Vx3/L6ppsvxmsCkUACbc4g4rAcdcU/AiXwOc8GF6HBYBFsP1+EwPUxiWIlb27MGhWLFQUXSoL6Fk7jmJ39eNc1kOWgxfsEgdBrcSqXFu7O7E1adnqtxy7vriDY4t+uGNaZpEM5fcRgLE3FPUBvCdWoLuvzVwGnd0LRDEPwbK5OG+Xx275FzAp/DpOQVS3Qe07Zospmko9+qJKi9iNqlNWHo/raJXJKtETCJYSUS1Kb3D0GAtzNtkS/KKcHqwzEmnbcpkVaWGrQr9XE2I7AToGn7II1xb38PjTEej90CpjaIfHUfBmi3K3FOCgqSr3I+rIYYI+4JbFHkJx39lkyy1WdX1DFbQJe/Cm7D7maD6nACn8OkzN0aiYurRsHfy1nrcfVFcyOLY1i9W/QlS3y9iNoFvtAZfu3HkMfzEiMgyRfBr/0YskxmzqOT1pquzcEkhpWaoEYsnHRE/ojOjVgt8AEYtCuCF1G7rDG91xpbF/lUH2bIrvzaj+F8WA2oibgnsLVCAd4t+qLkxQODdkVQmHoTZVnxFp/n6won8DlMSqmkGsOWhyF86XBaIn/OlmsWniF9fFoNJitQvIw5qlFFx97NF6nn1iKg00Syig63OJoG9cXyYGSKynEmIp/NaKuio25XBHnx51ldRef2mcdo2CqQfB0d/gj3zsdhzDxlbekKcSUOrjkNb38PtO7dzFpTZYQti3yqD9NlVwUpkXDxD0VA50mcDzMSJuL+r4gEtA/uqfO4usifXoPKYubGp9VguAaEGrQrAoGjG6sF/uH15zB12dta/dWIT94i7zrG3niCKwdvo8OAUGtO1yDsDiDisDl++6gnisSVGLY8DFl6WtETi6arI/cbk0MVuovlt2M74PtJHbHi4F2Dibcc5id8ayRkUmVViQM/hiM6/DEu7r9Fjj24nIgrh+7g2K8RKM4vs8Y0jYIrFMChC6Y791yhAPYSe/2JTn9V8LKYHD+64TzunI1F5FF2rzucwOcwKQ183XBm2XDaIn/T7F4WnB0H22G6WHIinz30HNsefIFySRk2qzeatG+Abm+3JcdadmuCN3o2Re8JneCm4w4fW+FEPoc6TPxV5Kuup0ShALoi//itNFNNl8MA9Vv46fRXnnXdyPGB07ujcZv66DiolTWmSRtu+5TD5DQL9MSZZcMxZFmYwXCdOu7sbRhRlBYNSb6iDm61pAh5iRGwd/Mlj+clKFq/5yVeBF8gREVxllXmWVswNobVlsN1pJWlBu2KgM3hOQDQf0pXldcDp3XDwGndVMZcvZwxf8c0AGBtm3cmhQLYnEMEqPowXXYlzklBRVEGXANCOR/GgL8iErDtXDwtf7X7YiJ2RSQCQK0qFFCUFo3SjFgA+u2KoDjttsXnyIQZq8eohBlS/RWVriPaoOuINqz1YQScwOcwC0xEPlvJuLlH5TXRsU+d9IiNlppSraWmCWq2LPI5u2IXTAoFsDmHCND0YYB2u5JWirXaIIdumIj7TzdfRZ83AnD5cSaA2lMogGpfnF2xD07gc5gNWxf5IeM3wtm3KQBFCTC/9mMQ0GkieTwv8SLSIzai/UdHwRMIIc5JQcK/86w1XZvFFNUnANsU+Tw7R/h3GKfXrgge75uFSpbvsMrlchRkFcPTz02lRrSkrAJVFdVw83ax4uzowaRQQL/FJ5BbYuEJMoDqw3TZVdzBz+Dq3xJBfT7jfBgDZg0KpS3uZwwIRbcWfqTAB2zTX6kTMn4jyvNFBu2KICf2NJ5d+cMaU2WELn9V8LIYbt4usBMKrDQzZnAx+BxmhRD5dGLy2QZPIATfzl7xEAgVD+L1qzHqeVTnxkEPpuL+1O00vcdtLSafz7czaFfkg8/+/ZiTf1zGgj7rsGepshKLpKwCiwb/ivm91kIUrxQ49yISrDFFgzApFMD2HCJ1H6YxZmcPvsCe82FGML1/iN7jVHH/y8we4GmpaW9r/kod3qt1kXyuw66IB88GfJgufxV55B6+6v0zNn28jxyTy9nddZgT+Bxmx5ZFPof5+CsigXGC2urDMdh9MVHvudRF8y+WisjaClFpIp+SgFpVUY3SgjLIpHKUUP7fL8krtfT0aMGkUACbc4g4rIe6uNfXsMrWRX5tQ5e/KshSNOnKy1Q262K7wGf/zymOWoGth+twmB5jEtRGv9mIrA+trwuu+u1vDssw6duhaNmtCUK7BpNjbt4uWHL4Y5QUiNGqexNyvMeY9rh8kJ1Jd5y/Yh8ikQi5ubmM3uPj44OgIM3OyuaEibgnqA3hOrUFXf5q2OzeqNesLhpTutlSwxDZCCfwOUyKuKJK5zFtiyabST2zBnyhYoeuWlKEF1G7UJASSR4X5yiaL8Ud/Ax8gT1kVbqrb3BowiSGlUhQWzC6HXzcnWiL/Mx8MbadY29jFWllqUG7ImB7FR0AcHC2R+ehb2iMB4UGaIzZ2bE7jrU2iHyqD9NlV+KcFIhzUlCWFc9aHyYSiRASGoJycTmj9zk5OyEhPsFiIt8YcU9giyI/9cwa0i/psyvqmC2g1V8JBawvi6kOJ/A5TMr8HTdwYeVIuDnZaz2uvmiund5N63lswNGnMYROngCUjsnFX1nyq6IoA9JKMVz9W4InEKKqvNAmRBhbYBLDSiSo8fg8sn07HZE/vX8IqwU+gT67IrCVxbE2Yesin+rDDNmVi38oa31Ybm4uysXlmPXzOAQ28TX8BgAZT3Kw7evDyM3NtYjAr4m4J7A1ke/o0xhV4nyDdkVQXVHK+kIBtQlO4HOYlKdZxRi16gxOLB5CS+TP3Rqp9Rw2ENBpItnmvSD5qqKKDqXtNtGiO6jPZ+Db2aMsOxmFKez8PrZye5tAfbH85/oT8hifochnMwJ7V/h3HK/XrghKnsWwUnwRxN96qlJDOv7mUzy8koQhM3rCw8cVAFBdJUX41qvw8vdAUIi/tabKCFsW+VQfpsuuyrLi4eIfioZ957DahwFAYBNfiEskeu2qlxVEMRNxf+p2GtoH++g8ri7yB7e3jg+mQ0CnifAK7mbQrgiyH4VBdGmTNaZKi3N/3cCEb4YYtKv02AzcOHEfIW82ttZUacEJfA6T8svMHvhq5w3aIr///05qPc5hOoy9ve3g4ICkpCRWxrDWJpFfW/j353MYNK072c12+8IjKHhZDB6ACd8MAQDcv5iA45suAgDmbXvfWlNljC2L/NqGIbt6o2dTePm5W2w+THfuVx+OQZCvG+0cosx8riiFpYj67wE8fFwN2tW+Fafw5P4zZDzJsdpc6cDuDAEOm6NlkDdOLhmGOFE+Rq06g5LySp3nNgv0xG8f9bTg7F5PiNvbY+cNgKevK1q/1QxLj35CPnqMaQ83bxe8v3wkOfbu4mGoqKhgvOtfU5gsloTInzEgFJ9uvmqwug6HeXmjV1NS3ANAt1Ft4eXnjtZvNSfHgtvUR0ATX7zRsymcPWyrAg1XDYwdGLIrS/ZaYOKvHqQqfClRKIBuNTBbCDGsLbh5u9Cyqy7DWsPD1w0hXbgdfI7XjM7N6uLkkmEYuTLc4E5+A183C8+OPmUvkyCtVCzi1ZIilLx4CBdK2+2S5w8V/33xEDyBEJIC9oZPAMAbvZph+MdvaYzPWD3GCrPRxJgYVlvfyZdWlhq0KwI2h+cAwJgvBqi8HvfVIIz7apDKmHeAB1aFzwUA1rZ5Z1IogM05RICqD9NlV+KcFMiklSh+/oD1PgwwbFeW4tTtNKw5EkPLX52+K8JvYY8AoFYVCih7mQTxyyQA+u2KHMtOtvgcmTB/+/sqYYa67GrgtG4YOK0b0mMzcGTDeUtOkRGcwOcwC0xEPltRjxUsFt1FsUiz7GLyicWWmlKtpSYJarYu8jm7YhdMCgWwOYcI0PRhgHa7kuSLkHR0oSWmVGtYfTgGMwfSE/eT151Hm4Z1EJOaV6sKBVDti7Mr9sEJfA6zYesiv8nwpXCq0xAA8HjPh/BpORj+nSaSx/MSLiIzeh9aTdkCnkCI8rx0PAlbbq3pMkYmlamEVACKxh2Wbt5hiuoTtizyDdkVQezfn0Jezc4yhlT02RXb60YDzAoFsD2HiOrDdNlV3IE5cA0IRVCfz2zOh+myK5lUZvbPHv1mI9rifnD7BhjZuSFm/6HwTbbsr6g0Gb4U4pwnBu2KIDf+ArJu/22NqTJCn12p+zY2Yzsz5bBJCJFPJyafbdi7+cLRsx4cPevBztEDDh6B5GvFQ3Erjxi3d6NXvs1alBYrk2wv7r+FWa2W4chG5e3FqooqLBnxf5j75mrkvii0yJyYivsb8bpLrNliTL7A3tWgXREPB1fdlTfYgiG7ykpV5nTE33pqjSka5JeZPWpNDhHVh+myK0fPQJvxYRH7b5LPddnV3fNxmN16OY7+esGsc1kwuh1tcb93Xn+Nvg+26K/UUdiXYbsiHvY24MMM2dW2hYfJMbZ3suUEPofZsWWRX5soyS0lnz958AxyuRzJd0XkmLikAhkpORAXS5CXUWj2+Zy6ncY4QW3R3ps4TZmzOuqL5qnbaaaeNoceDNkVdcHMSM62xhQNwqRQAJtziGojIsoPfF12lfboBWRSGZ7FZZp1LjwG4t5eqL2pW20Q+bUNQ3aVfCedHGO7wOdCdDgsgq2H69QGAoKVu3MTvxmCoNAAdBjQkhzz8HHF/O3voyC7BPWb1zX7fJjEsBIJat1a+GHyuvM4sGAghnbUXr6Tevt79eEY00+cQyeG7KpNH2WFih5jOuDaUXb++3D+ip2M/rwf+VyXXQ2b3RvudVzh4euKzfP+sfgc6Yp7gtoSrlNbMGRXoV2VlXPYHnLICXwOk1JVLdV5TNuiyWaeXd0CgYOiNFa1pAgvonahlNJ2uyhVcbs45dQy8ARCSCvKrDJPY3Cv44rBH/TQGH+jl6IpjiUqnDCJYSUS1FZO6YL1xx/QFvm5xeU4fivNTN+g5kgrSw3aFQHbq+gAhu2KiqMzuwVzbRD5VB+my67EOSkQ56SgsjSH9T5Mvb69NrtycnUgK5xYGqbinsBWRf6zq1tQmqHYfNFnVwTFz+5beopGoc+ubAl2//zgsDmW7I9GZZVhkU/c/tZXko6jdsMkhvWToa0AAEI7AfbO64/B7Rtg8rrzBsN1FoxuZ+ppc7xGcOGFHHQxVtwTcOE6HKaG28HnMClRiS8xdWOEXgdH3Rmbv+OGhWdInwa9PyLbvN/fOgF+7ccgoPMk8nheQgRSz61F0xHLwLezR1l2MuIPztF1OatTXSXFpb+j0SDEH007KHe+nyVkIeFWKnqO7QAnVwcAgExm/ioUTGJYj95MJY/ZCxUif+rGCIM7+fo+gw0I7F3h33G8XrsieLxnBqt38Z8lZKnUkNZlV9eP3YdXXTezNiQSiUSMm7TFx2svRWjLO/lUH6bLruIOfAYX/1A07DuH9T4MMGxX2nZfzQ0TcX8jPgvtg7Unm2rbyW/TqI7pJ2wiGvT+CJJ8kUG7Ish+FKa1dCtbuHnqIeo2rGPQrnKeFeDehTjUb+FnranSghP4HCZl9dSuWLzvFm2RP2x5mIVn+PoSExGP8K2REDrY4c+YJWS5r//7dD9yXxSiOK8UY+cPBACVJElLQ2exZCLyOSzDnqX/ofvodnrt6uHlJOz67hgAYP7OaWaZh0gkQosWzSGRVJjsmrYs8msbhuxq4/Vv4OHjarH5MN25X7T3JoL93WnlEH26+Sq+Hdve5HPm0M7ZnddhJxQYtKsdi44i6XYaWr9l+R+TTOBCdDhMSvdQfxxYMBBnY55h6sYIg+E6hCPjMD/+jXwgdLBDcNv6KjvbzTo1BF/AR6PW9cixOoGeVpghs8WSEPl0wnU4zE+95nUN2pV/Yx84uzsisKkvnMwUg5+bmwuJpAL/m9AB1396R+fj8qq30aulP+wEPPw8vRuWTuqk97pcuA47MGRXzm4OFpsLE3/1NKsIgLJQAN1qYFyhAMvB4/No2VWzjkHg8Xho0MLfGtOkDbeDz2FyhnYMwoEFAzF53XmDO/ktg7wtPDv6VJbkQGDvDECRZFtRlAFJ4QvyuKRQkcRVUZQBnkCIypIcrddhCw1C/PFnzBLw+DzweEohNmvtOMxYPUalgYdPPU+Lz8+YGFZb38mXVpYatCuCilJmISeWZtqKUQbtyr+xDzbdWgQejweRmcsYDu3YUGcoRGWVFFM3RuBWUjYOfT0IQzsG4WBkCgBmhQJWTulslrmbCqoP02VXksIM2Dl5QFL4gvU+DDBsV1QbNCc34rOweN8tWv7qdnI21h17AAC1qlBAZUkOLbsiz2e5D/vfP7PRuHV98rUuuxo7byDemdsfzxKyEM7ibtacwOcwC0xEPltR7+iYG3cWuXFnNc6L3f+RpaZUY3R14bN2d76aJKjZusivDXYFQKuw0mZX1i4tR4j7szHPtNrKkv3ROPm/YTafQwRo+jBAu10Vi+7i8Z4PLTElk8AGu1q09yaGdgiiJe5HrgxH/TouSMkqJgsF0PFXRKEAtgp8qn3VCrvSYkO67MraayYdOIHPYTZsXeQH9Z0LRy/Fr/mkowvhHtQR/p0mksfzEy4iN+4Mmo1aBZ5ACEnBc1YnELGVmlafAGxb5BuyK4KkowutMb1ahSFxDzArFMD2HCKqD9NnV47eQQjqM4fzYQzo1sKPtrhvGeSN9/s2x6ebFbu9taVQQFDfuRC/TDJoVwT5iZeQG3vaGlN9LWH/TxAOm4YQ+XRi8tmGi19zuNdvC/f6bWHn6AG3em3I1+7128KtfhsAIMdd/JobuKJ1kYiVSYfR4Y8wr+dPOL87ihyrrpJi/YzdWDxsE4rySrVdwuQwFfdxonydx2wxJl9g72rQroiHo2d9A1ezPobsKv9VHDIApD6ybEUgOuIeUBQKqC05RFQfpsuunH2bwq1eW5vwYTdPPSSf67Kr+JtP8VXvn3Fh302zzmXllC60xf2JxUPgaK+6n2qL/kodF7/mtOyKHKvL7qRUwLBdHV5/zoqzYwYn8DnMji2L/NpE7otC8vm983EoyilF9OlH5FhJfhlir6Ug80kOMpJfmn0+N+KzGCeofbn9Om4nZ+s8T33RvEFpbc9hfgzZVepDpai3ZKUmuuIeYFYogM05RLWR2Osp5HNddvXwShIKXhbj4eUks85FaEdf3OuquFQbRH5tw5BdRZ14QI5Zopx0TeBCdDg0MGUNaQJbD9epDdRrWpd8PmbeQHjWdUe3t9uSY15+7vjgx3dQkFWEZp0amX0+TGJYiQS1YH93jFwZjpNLhqFzs7paz6fe/l6017y7eByqGLKrtn1DyPFuo9sh6r8H2i5jUpiIewLOX7GTYTN7kc912dWQGT3BA1C3oTf2LD1p8TnSFfcEthxeWBsxZFet31Le5bJ2PpEhOIHPoYJIJEJoSAjE5eVGvV8uk+s8pm3RZDOZdw5B6OQJQFFF50XULpUqAPmJEQAA0eXfwRMIUVVeaIVZ0oeaBFk3yBuTFg3VOKfX2A4AYJE270xiWIkEtQ0zumPJ/tu0Rf7IH8IRGcfeXXxpZalBuyJgc5MrAkN2RcXN09ns82Ei7tV9V20Q+VQfpsuuxDkpEOe8qiDEch8W0MRX5bU2u/LwccWEb4ZYxIepw1TcE9iqyM+8cwglorsA9NsVQVH6bYvOz1j02ZUtwQl8DhVyc3MhLi/Hzrl90UKtVGJVtRRL9kcjKvElVk/tiu6hyhqw52KeYfnBO1h3/D72zR8Avo7EIPVF86vRbbWexwYkuamoFDqqjJVlKe9USCvFAIDSrDjwBfaQVUksOj9bh0kMK5Gg5uwgxInFQzBq1RlaIn/llC7os/g/c30Fk6HPrjiMo6qavriXyeTYezlRY9zWRT7Vhxmyq7KseM6H1QBjxT2BLYp8SW4qLbsiqCxm72ZLbYQT+BxaaVHPU6WGtLa60VQSX8V3H7+Vhi+3X8cvM3vQEvmFZabrNmlqGg/5lmzzfn/rBPi1H4OAzpPI40Tr95aTfgffzp71bd5lMhnuX0yAf2Mf+DdW/tvmZxbh6cPnaNcvBHYWFC9MYljD7ihjU92c7GmLfH2fwQYE9q7w7zher10RPN4zg9W7+LkvCtGwVSD5Wpddxd54Ajcv8+/eL9kfjVtJ2bTE/Zfbr+PyY+11+W1Z5FN9mC67ijvwGVz8Q9Gw7xzW+zDAsF0FhQZYfE5MxH2cKF9nfwZtIt/fAv+vGEvjId9Cki8yaFcE2Y/CWF2lKS7qCeo19zNoV6UFYsRFPYGXn7s1pkkbdgcQcbACJre5F41rjx0X4vHl9uuQ0QjXiUo0fzInh4L7l5Kw6ZP9+GHCFpXkoPUzduOPuQcRvvUqOfbkgfWEJJ3FkhD5LYO8MXJluN7EWw7LsOPbIwbtKvbGE2z4cDdWjtuMsmLjwgDpEpX4kra433EhHh/0b6HzPK5QAHswZFcl+WUWnQ/TnXuuUAB7+ffnc7TsauuCf7F53j84u+u6NaZJG07gc+iFaYLaiM6N8MfHvWmL/NVTu5p6yhw6cPdW7AR51nVTicf3DvAAAHj5e5Bjzu6qoUmWgsliyYl8duHq5WzQrty8nMEX8ODq5WL2u0Wrp3alLe7/+Lg3elHuPmiDE/nswJBdCR0sF5jAxF+9LFAIRKJQAF2RzxUKsCx07Mo70BOAIi6fzXAhOhw6MTZBbVo/xU7Yp5sVv4T1hetQ4/jZhlxaBVl1JQBAJq1SPF69JsbI8179l800bR+Ejde/gbObg4oQ+2LzeyjJL1O53RjQWPstZHNiTAwrk3AdNiKTVRu0K+q5bOajdeMN2lVQaAA2RC6E0MEOL9PyzDoffb5FXdxP69cCByMVCYFMCgWwOYcI0PRh5BjlHJm0kjyP7T4MMGxXji4OFplHnCgfX+28QctfJWcU4qcj9wGgVhUKkL9aF8nnlGNUuyLPZ7kPm7ftfbTurazVr8uu3l82Em9/1gfFuaW4dIC9icOcwOfQSk0T1JiIfLaS8O88ldeZ0fuQGb1P47yYLWMsNaUao23HwU4osHosYU0S1GxZ5MurJbXCrgDATq2Rjy67cvN2sdSUtKJN3FNhUiiAzTlEgKYPA7TblSRfhNy4M5aYUo1hi119uf06WjeqQ0vcD1kWBid7AQrFqFWFAqj2Zet2BQDudTRtSJtd8QV8ePt7oCTPsuFgTOEEPodWTJGgZusiP7Dr+3BwV+wCpp5bC0fvIAR0Uk2GLBbdRcP+88AXCFFRnIWMm3usNV2bpabVJwDbFvmG7Iog9dxaa0yvVmFI3APMCgVM/JndXS2pPkyfXQnsnRHUZw7nwxgQ7O9OW9x7ONvjo8EtMW/nDQC1p1BAYNf3UZoRa9CuCAqSI1GYGqXtUhxmgIvB59CKqRLUpvVrQTsmn214NOqCOiH9USekP+wcPVCnRX/yNfEAgDot+qFOSH94NOpi5Rnrp6pSeXs09sYTrBy3WaX1u0wqw19LTmDDjN0QF1umXB5Tcf8sp0TnMVuMyRfYuxq0K+Lh6FnfyrM1jCG7Ki0Qk+OZT3IsOjc64h5gViiA7TlEVB+my66cfZvC+5UNst2HPYpMJp/rsqv02AysmrhVxQbNwYYZ3WmL+/Clw+Hhqho6ZIv+Sh3CvgD9dkU83Bt1tvKMDWPIrs7vtp0fKJzA59CKKRPUbFnk1yayUpXNlK4cvI3URy9UnFVhdgmu/nMHj6+lIPWR+avoxInyGSeozdlyDckZhTrPU18040T5pp42hx4M2VX8zafk+IMrmnXnzQVdcQ8wKxTA5hyi2sjNk0rRrsuubpy4jyf3n+H60RizzsXZQajzmLq411XqsjaI/NqGIbsK3xZJjlGrhrERLkSHQyvGJqjpwtbDdWoDgU2VXSCHf9Qb4AFvTVTuqHj5u+OdL/ojP6sIzTo2NPt8mMSwEglqro52GLIsDGeWDUezV5UM1KHe/v5yO7vLmNU2DNlVG0qb9y7DWuPWqUdmnxMTcU/A+St20m/Km+RzXXbV/72uKMotRYMW/jiy4bzF50hX3BOYMrxQJBIhNzfX8Ilq+Pj4ICiI3U21LIUhu+owIJQc4/PZvUfOCXwORhizWBJoWzTZTG7sWRSnK9pwV0uKkHnnkMrxvFet3zPvHAJfIERlKXPHakkEAmUsZ8NWgfj010kqx3k8HkZ+2gcALNLmnUkMK5Ggtml2Lyz8K4q2yB+w5CQepbN3F19aWWrQrgjY3OSKwJBdUfGmlKMzF6b2V7Ym8qk+TJddiXNSIM5Jgb2rD+t9WJO2yjA1XXZVN8gbH2+YgPTYDIsLfKbinsAUIl8kEqFFSCgk5WLDJ6thb++A5OQkxiI/N/YsSl48AKDfrggKU9lf8tOQXdkSnMDnoA2dxfKviAS0D+6p8xrqi+Z0BguupclPvAQeXymKZVVivIw5Sr6ulhQBAF7GHAVfIIRcxtXFZgKTGFYiQa2OuyPClw7HsOVhtET+hhndMfD7U2b6BqbBkF1xGIecobg/GZ2qMWbrIp/qwwzZ1cuYo5wPqwHGinuCmor83NxcSMrFcPZtBnFuKur3nAm3em8oDsrlyLx7CIUp1xDQeQo8m3RTGausrEBubi5jgZ+feAnSylIA+u2KgLBBDsvACXwOWtDdCdt2Lh4B3s74dmwHndeiLpq5Zu5mWROaj1lDtnm/v3UC/NqPQUBn1WonqefWot2sQ+Db2dtEm/f0uAx4+XvAnVL6S1wiQebTHAS3qa9Sx9zcMIlhvfxYeUfB38uZtsjX9xnqWOP2tsDeFf4dx+u1K4LHe2awehe/VO3/ZV129SIlG06u5q9Vvu74fZyITqMl7tccuYdjN9O0HrNlkU/1YbrsKu7AZ3DxD0XDvnNswocZsitL3BlSh4m4f5ZTgvbB2vuMaBP5dgJmYSDi3FQ0HfE9PBu/qTLeZOhiiC7/hszbf8PevS7E2UkoTLmOgM5TkHl7P6PPIGg+Zg0k+SKDdkWQ/SgMokubjPosS/As6SWCWgYYtKtKSRVEcZng27HbD3ACn8MgTG5zzxoUihUHFbeE6Yj8T/68qvMcDtMSdyMF/647Dy8/d/x8+SsyfnD9h7uR+vA5Ji0aikHTuwMAniVYr7EKncWSicinQ01ubzs4OCIpKfG1j2HdOv9fbLy+UK9dpdwTYfW722HvJMSXW94z63yO30rDn5/QE/crDt7FO10b1UqRX9swZFfrryyAs7uTxebDdOd+zpZrCG3gRSuHaOTKcKz/sDuj+dTvOVND3AMAj8dXlKyUy5EesREA0Kj/fDj5Bhst8GsbO789CnFRuUG72rbwMO6ejUPXkW2sOV2DcAKfQy9MY1in9w9BgLczbZEvyinB6sPmrXbAdGc2Pj7ejLPh0AeTxdKUIp+4vd140Ddw8AzA88htKM2MBQDU7/Wx8la3GuX56Ug797NRt7c5zMuice1pi/vvJ3VEo7ruOgU+YHs5RBzmh4m/KipVNEXjCgVwWApO4HPoxNgENULU0xH5Izo3MqvAr8nObG2jZfemWHqsKbz8PVSy/7/aOQ1Zqblo3LoeOdYgxPLl/4yJYTX1Tr6DZwCy7vyDspdJaDJ8KfLiz+PF9R1oMnyJxq6YXC5D5p2DRn9WbWP2hvEG7apphyCsODUHTq4OZu8COaJzI73HqeL+27EdDFYCA2wrh6i2YsiuLLV7/yynBPN23KDlr7IKxFj7qmynuQsFPL+2HY6egVr9lejyb8h5fBoN+8+DODsJaREbEdD5XdrXru3M+GkMuo9qR77WZVez1o7D4A8ywRfwVEq3sg1O4HNopaYJakxEvjkhdmb5QifwePQ6AspkVZBXVyDp6LcqCWovonZpTRi6v22izSTZNmyp2a/A2c0RwW2s20SpJglqphT5z6/vRFlmPCnoPRp1xtPTP+JJ2EoVkU8sloUp14z6HAJpZalBu1IfZyuuasJKl13Va6pIHLRmm3d1cU+FSaEANucQAdDwYYB2uxLnpKAg+apN+DBDdmUp5my5Bp9XSf+GxP2w5WEor1T8bc1dKMA1sKVOf5XzKByN+s+DT6vBkLccBAA1Cs9JOvotmWSrz66oY2ymfjM/jTw0bXZl7yhE0/ZBFqk2VxM4gc+hFVMkqLFF5ANAnZABKuW69FGWk4LClEh4t+hLvudF1C7whc7waz+GPC8vMQKSfBH82o8hy2TmPDpplvnXZmpafQIwncgvzYhTSVDjC4QIHvqdisj3aNSZXCxrkqBGYMiuCF5E7arR53Ao0CfuAWaFAtieQ0T1YYbsyq/9GM6HMcDV0Y62uC8SV+Kbse2waG80APMVCgCA+j0+RNadf7T6K0LcA8qY/KryIqM3Krxb9EXJiwcG7YqgMPUmyrK4EFhLwQl8Dq2YKkGNLSLfp9VgspqEIXITLqIwJVLlPS9jjmpU0bF380XqubUI6DSRrKLD5sVRKlXuzqXHZiBsy1W8NakzWnVvAgCQy+U4+cdlFLwsVrlNaU6Yivu8YonOY9oWTaZoS1BTFfkrIHT2QmVpLhr1n1fjBDVtVXTU7YogL/48q6voAIbtatK3Q+HgrPhO+VmW380zJO4BZoUCLJFDVBOoPkyXXRWkRMLFPxQBnSex3oc9efAcDV91TddlV9mifBzdeB4NQgLMOpdNs3vRFvdnlg3H3SeqeWCmDi8k4PHtdPorQtyT5/L4COg40WiB79NqMFwDQg3aFYHA0Y31At+QXXUY2BJdhrW28izpwQl8Dq2YMkGNLSL/dScjJQfBbRoAAMK2XMWds7HIyywihVhBVjGOb7oIAPCt72X2+TCJYSUS1OZujcTFVaN0nqu+aG6cwawCha5kWr5AiOAhi3Dvj5GoLM2BV5Oe8Gk1GGXZyYyuX9sxZFctuzVB56GKv3F0uPm72FKhI+4BZoUCzJ1DxKHKxf230O/dLgB021XEvpuIDn+MuBtPzTqXOu6OOo+pi/tmgZ4aAh8wn8jX5a+0YsHSyEywVldeQ3aVeDudFPgymczoz7EEnMDn0IqpE9Q4kW99/BsrQ5TemtQZeZlFGDitGznm6eeG3hM6IT+jEI1bmz8mn0kMK5GgViqpxrDlYXrfQ10052xhtjNVnpem9U6PXC7Ds8jN5OvC1FsoTL0FoYs3o+vXdgzZVWjXYHK87VstcOuUZUQ+XXFPwPkrdkItS6jLrrqPaoenD5+jafsgnN1p+Qo02sS9Pswh8nX5K23lM9mISCRC8+bNUVFRwfi9Ts5OSIhPMFrkG7KrLkOVu/fUogJshBP4HIxhulgSWHPRLEqLhiRfROtcojwi9T3VkiLkJUbA3s2XPC8vQdH6PS/xIvgCISqKrVc7ng5Ce+X/7q26NyF3WAn4fD6mrxwFABZJHmISw0okqP32UU/M23GDtsjvt/gEckvoz0l06Tc4ejWAq38IOaaaoDYf3iH9yJj8ej1m0L+4FqSVpQbtioDt4TmAYbuiEtDEV2PMHNiivzIVVB+my67EOSmoKMqAa0Ao631Y617KH9+67Kphq0AsPjgb6bEZFhf4TMU9gUlFvlyu019pqwaWE3vGuM+Bwr5KMxTrpT67IihOu03rurm5uaS47zz0DQyb1Ys8tnzMnxrnLz36CQAg40kOtn19uEZliw3ZlS3BCXwORhhaLE/dTtPZpQ/QXDQHt7dM7fCMm3tq/B6iY586RNMQDmYwiWElEtQa+LrhzLLhGLIsjJbI3zS7F95edZr2nOw9A5B8fBGajV4NV/8QrdUnAJAxrs+vbWf2pbXA2ZX5YCLuI7X8qLV1ka/N72mzK2mlWKsNctDHWHFPYCqRn3n3EApTrmv1V+oiPyP6b+Q+ol+hRx2qfZnLrp4nZpF5F1R2JKzAjJDvAUDrcQ5O4HMwgM5iufpwDIJ83fTG71MXzcx8y9SnDxm/Ec6+TWmdm590CWkXNqi85/62iYok204TyfPyEi8iPWIj2n90FDyBEOKcFCT8O88s8zcVRbmlcHZzgJBSmaG6SoqS/DJ4+blbdC5MYlip8avNAj1pi3x9n6GNhm99huc3dpIiPy/+nIa4B5SJt0nHv0PpC+PrIPPsHOHfYZxeuyJ4vG8WKlm8w1pdWa36WoddleSXQehg/qXnr4gEbDsXT0vc776YiF0RiVqP2bLIp/owXXYVd/AzuPq3RFCfz2zChxmyK0cXB4vPiYm4N3ehgMKUa2jUf75Wf0UV+eKcJ8i4uRs+rUcYLfJDxm9Eeb7IoF0R5MSexrMrfzD6jDHzBqi89g7wQH5mESnuPXzdjJq7Noq1lO7VZlcyqQyF2SWQy+Um+2xzwO4AIg7WQHcnbPSbjfDp5qvYfVH7Yknw7dgO+H5SR2w7Z5mMep5ACL6dPa0H+ELN9wiEigf1XIHqeVTnxkZSYkSY1+MnLB/zp4pj+vXjffiq98+IPHKPHMtMZZ7cZCroLJaEyC8SV2LY8jBkFZjmhyJf6Ijmo1bB0bshEv75AjmPwrRWnwAUi2b9Hh/W7PP4dgbtinzw2b0fs2XBvwbtShSfifm91mLR4F9RUV5p1vkwEfefbr6KPm/orrpC+KsVB+9iDeX7sB11H6YxZmcPvsDeZnwYYNiuJGXM47ZrAtOd+7lbI/X6K0LkezjbY8iyMDzLYRBjCCCg8xSd/ip46HfwaNQZKSe/R8bN3QjsOg2+rYYwuj4V3qt1kXyuw66IB4+hDxv+cW90HNRKZeynC/PQ/FWOYEiXxlh3+Suj56/Oxll7aNnVnmUnsaDPOkQevmuyzzYHnMDnMAiT29wLRrfDjAGhtEX+rEGhes/hMB3Fr+6WqO885GcqyhUWUMoWivXsMpkTJoulOUW+g4dS7DnWaajzXKYLVm2mtEBs0K5KCsSQSeUoLSiDtMq8FShmDQqlLe5nDAjF1D76q4bZqsivbRiyq+pKyzXrYuKvJK/ucBGFAuiKfKaFAhw8df9Q5QuEcPJpTL529m2i81w20ElN3AOAwE6Ab/fNwM7ElVi490MI7Og1sKQLHbvKzygEoLgjzma41YlDL0wT1Hh8Hn6Z2QOAsp27vnCd6f1DLLaL/7rTrm9zNH4jEP6NfVSy/7/aOQ2pD5+jbV9lYmmTtpbvbGtMDCuTcB1avEpQy0+8hAa9P0F+8hWVmHx1apKgVtuYsWasQbtq1b0J5u+cBjcvZ8hl5r29Pb2/5r8XFaq4/2VmD/xz/YnBa1orh4hDiSG7cq3J//8MyCuWYMamS7T8VUl5JTYcfwDAOoUCCDKi/0Zm9H4EdJmC8txUkxQKqE1MWDgIA95XllbWZVez141H/M2n8Kzrhnvn2atfOIHPoRNjE9T4DEW+JUg9swZ8Ib147OryYo33VEuK8CJqFwpSIsnzxDmK0qBxBz8DX2APWZV1dr3pwufz0a6fptP39veAt7+HFWakpCYJaqYU+eoJaj4tByHpxGKtIr+mCWqAooqOIbsiYFpFx5g60jWpIe1Tz1PltS67IqrsWLPNu7q45/OVtcCZFAqwVA6RsVB9mC67EuekQJyTgrKseNb7MMCwXVmKuVsjUVEtoyXuR606g+ev4rstXSiAICP6bzIsJ7DLu5BJq2pcKCD1zBrSL+mzK+oYmwnt2gR2QtU7AtrsytXLGZ2HvmFVH0YHTuBzaKWmCWpsE/mOPo0hdPKkdW55wXNUlmarvIdwTC7+ypCiiqIMSCvFcPVvCZ5AiKryQpsoZcg2alp9AjCdyFdPUBPYO6P5qFUaIp9YLGuSoEZFn10RMFkcja0jXdMa0raAPnEPMC8UwGaoPsyQXbn4h3I+jAGlkmpE/DCSlriPE+VjwTtt8cM/itAuSxYKoPorQtwDpikU4OjTGFXifIN2RVBdUcq4UEB5qQSLBv+K4txS9JnUGVOXjQSP0pxLLpfj7x/CELHvFlw8nYz6HrUVTuBzaMWYBLXLjzNVjrFJ5Ad0mqi1gZE2chMuovR5jMp7CpKvKqroUNpuEy26g/p8Br6dPcqyk1FI2YllG9T46GxRPiL23UT3Ue1USoxFHrmHgqwitOpJr+JQTWEq7sUVVTqPaVs0maItQU1d5LvVa4PC1JsI7DoNHo0610jgC+xd4d9xvF67Iih5FkNbfFHrSM/9c4pKxRH1OtKdh7XGsJk9TVJD2pBdDZvdm9whKym0/O63IXEPKAsFAPr91bdjOyAzX8zqEEOqD9NlV2VZ8XDxD0XDvnNY78Myn+QYtKui3FKc2XENfg3N24Tut4960hb3J5cMw5OsYpXjJg8vfAVRKECbvyLEPXnuq0IBCf98adRnBXSaCK/gbgbtiiD7URhElzYx+ozPOq4in18+eBsCoQBT/qf07XuXncTlg4r6+mWF5UZ9D3X02VWbt5qrNMBiM1ySLYdWTJWgRoh8uom3HObjRUo2+fzoxvM4vzsK+1YqxWnBy2Ls+u4Yjm+6iOQ7aWafT16xhHGC2vwdN1Cip/qKeuKtvpJ02vBs0k3rOCHypZViFKbehGfjrhqLJVt5cv8ZGrYKRMNWgWgQ4k+Ob328DABwO/wRGrYKRKAJGk8ZsqsHlxLI8ajj92v8eUygI+4BZoUCDMX5c5iW8O3KHx+67OrMjms4u/M6jv160axzaaCnPKO6uO/crK7W88xVKICJv2JzoQCZTJmIT/iriL03Vc4hxD1xvKYYsqvtC49onR8b4QQ+h1aYJqjxdCyWACfy2QI1RrrDwJbw8HVTabvt5u2CN3o2RUATXwQ28zP7fOZujWScoPY0qxijVp2hLfLnbmW2G1lZnK3z2Mv7x5VzevEQpVkJOs9lEyFvKqtm8AVKlz/7jWUAAA9fV5N9liG7atxGmbzdrKPlwoDointAWSiA81fso1UP5Z1FXXbV5q3m8PJzR5s+za0xRdrinsBcIt9W/RUVatK+Ln/l7uOqcrymGLKrbqPaap0fG2HvTzcO1sJksSSwdrhO2cskSCvpOU5JfrrGe6olRSh58RAulLbbJc8VcYslLx6CJxBCUsDu2FVHZ2Wjji7DWqPLsNYqx+2EAszfMQ2AZRIgmcSwEglqv8zsga923sCoVWdwYvEQuDnZa30fsWj2/99JRnNKv/grnOo0hKOXahUhagyrX7vR5O3vBm99yuj66kgrSw3aFYExsdFN2tVXEUWAImRn0yf7ydc/nvmC8XV1YciuqDRubZlKTbbor0wF1YfpsitxTgpk0koUP3/Aeh/WdUQb8rkuuwrtGoz1V79GemwGrh+NseT0GIt7AlOH6+jyV9qqgRU+iTL6c8peJkH8MgmAfrsix7KTGX+GIX+1+uwXKmE8NcWQXdkSnMDnYIShxfJGfJbOChTaFs02jeqYd8KvYBr3p+09xaK7KBZpJtUln1hs9LxeZ5jEsBIJai2DvHFyyTCMXBlOS+T/9lFPTFp3gfac+EInJB5diBZj1pIiX1uCGhHjKrr0G/0vrANz2tV734/UGGvXLwQ7E1dCJpWp7OjXRpiI+wdqzd1qg8jX5ve02ZUkX4SkowstMaVai7HinsBUIj8n9gxyH53S6q/URX5u7Flk3t6v73J6odqXuezKkL9ycnUkjz9LyNLIMXqd4QQ+B23oLJaL9t5EsL87huq4/a6+aH47tr1Z50zQZPhSOOlpWESl8OlNPL+2VeU9j/d8CJ+Wg+HfaSJ5Xl7CRWRG70OrKVvAEwhRnpeOJ2HLzTJ/UyGTysDj81SqEBDjlhZ7TGJYqQlqnZvVpS3y9X2GNhr2m4tnVzeTIj8/+aqGuAeUMa7xh+dDkpvK6DPUMWRXBLF/fwp5tenKGJr631tb23ZtdkXYoLk5dTsNa47E0BL3p++K8FvYI41xWxf5VB+my67iDsyBa0Aogvp8ZhM+DNBvV+q+zRIwEffmLhSgLu4B7dXAJHnpSIvYCM+mPVGYwqyZFkGT4Ushznli0K7IucVfQNbtv436LEP+yhT+TFtMvb41k+3U7u0bDpNBdyesWws/TF53HqfvinReixqTv/qwZW6h2rv5wtGzHq2HnbOXxnvsHD3g4BGodq6imgMxbu9W8yRFc/IsIQuftF+Jte/vVBFj2xYexuzWy3H3fBw5lvui0AozVEBnsSREfpwo32BMPhPsnNzRYsxPENi74PHeGVrFPYHA3hkN3/pMy1XoI7B3NWhXxMPBVXdtdjaw+/sTBu0qKzUXc7uuxpIR/4fqV4nT5mL1YfrifvK682jTUPvdRFvOIVL1e9rtytEz0GZ8GGDYrqr0CGhzwHTn3tyFAnxaj9Dpr5qPWgXHOo2Q8M8XSIvYAN/WwxDQcaKWq9BDYV+G7Yp42LPch/0wYSstuzqy8TxmtVqG22ceW2OatOF28DkMwuQ298opXbD++ANMXnceBxYMNLiTn1tcjuO30mjNw5jGPfHx7C1hZ2my0nJRVVGNpw+eQy6TgydQ/Dsm30mHTCpD2qMX6DiwJQAg71UrbkvDZLFkspPPBKGLN9wbtIOkQPEj1btZb53n0m2eZk3kcjmuHY1BUU4J+k7uAhcPzVrRqQ+f4+KB6Bp9zoukbIN2lZWaC3GxBOJiCcrFpvlRpovRbzaiLe4Ht2+AkZ0bYvYfV7WeZ6qdfEs3H6uNGLIrcUkFPByEBq5iGpj4q+pqKQBloQA6OURDloUxLhTg0UB39TuBvTO8m72FskyFiK0TOgiwwh0PupSXau/jkfrwOe6ej0PnoW+gYctArecYg1wmp2VXyXdFkMvleJbIrKa/peEEPodemCaoCe0E2DuvP6ZujKAl8heMbkdL4ItEIjRr3hyVDBv3cChp3z8UdQI80SDEX+V25ud/TEHCrVT0pJRFtWSFEwJjYljNIfIzov9G9sP/ULfN2yh+dl8jJp9KTRLULIFcLseMkO/J10c3XsCGyIXwrKsMXTr5x2Uc+zWixp/1/vK3DdpVmz7N8cGP78CrrhvcPGte81sfC0a3oy3u987rj6M39Yda1TSHSCQSoUVIKCTlzKqkODo5IzEhnhP5rzBkVx4+pqsKpQ9xRRVtf1VZJcWfp2MBWK9QAKCIuX92dTO8W/RDRVGmSQoFmJO17+/U66/Ct0Zi/IJBGDqrl0k+b/CHPTBstnJDR5ddzVg9BvcuxKF+Cz88usI8cdhScAKfQyfGJqjZC+mLfLqxuLm5uaisqEDjQd+gJDMWuY9Owaf1CPi2GkKeU11ejPSLmyCrKkfDfl/A3r0uMqP/RuHTG3h2dQsEDi60PquyRPFdqO+plhThRdQulFLabhelKurxppxaBp5ACGlFGa3rWws7oQB93+2iMd4gxF+lPjpg+fJfNUlQM6XIV09QqyrLR+LRb7SKfGqCGtM7RcT50spSg3ZFYEwVnXxK7sLwj3ojbMtV/P75ASw+NJscJxbLMfMG4OhG+gnJ6qjbkC676vVKmJm7UpM+36Iu7u0p7emZFApgkkOUm5sLSbkYjQd9A0fvBlr9VeGTKGTe3g/Ppj0R0HEiJAXPkXruJ6Obj1F9mC67EuekQJyTgsrSHNb7MMCwXVmK+TtuID27hJa4n7oxAg/T8wDAKoUCAIW/SovYCN/WwxDUZw5kVZIaFwp4dnULSjMUuSv67Iqg+Nl9xp+hy1/NXj8eW7/6F/+uO2cygd91RBs4uSqrzemyK98GXhj8QQ+LVJurCVwMPodWTt1Ooy3utSWoESJ/cPsGBmPymeDo3QCN+n6OwK7TkPvoFIrSbsOlbjPYu9TBs6ubIZdVIWT8Bng17QGXus3g2dQ0/+NzmI+aVp8ATBeTr56gJnTxJmPyE48uJMsIEoule8NOAHh477330LFjR9qP9957z6j5MUUuU8bEE/HxAjsdbl9LkmxtRJ+4BxSFAsyZQ+To3UCnv6rX7X006j8fhSnXkRt3RusuLAc7eJpVTFvcn415hjnDleVjmfgrYwoF6PJXhLjn8fhkTL69ZwCj61ua191f1QRuB59DK6sPx2DmQGYJajGpeSrHmOzkM4UQYBk3d6NaXIDiZ/chrSzTGUrRoPdHZMt2Q+QmXETauZ9U3nN/6wT4tR+DgM6TyPPyEiKQem4tmo5YBr6dPcqykxF/cI6uy7KK4rxSRP33AB0GtIRvAy9y/HFkMgqyS1C/OXORbQxMxX3VqzhWbWjbyWeKtgQ1QuQTO/l1QgYg6+4/8G09DC7+rVCcfofclaVLUdptZNzcDYG9K/w7jtdrVwSP98xgvItfJ9CDfB7+KpZ39rrxKueMXzAI/647h6O/1DxMx5Bd9XinHXl3SGLmGHxtGBL3gLJQgKlziAiy7vyD8rw0nf7Kp9VgAEBaxEZUvGq8ZuwdIqoP02VXcQc+g4t/KBr2ncN6H1bwshgNWyljrrXZVXlpBa4duUc2QDIXv8zsQVvcH1gwEEVq9m6uHCKiUIA2f0WIewKiUEDikQWMbIxqX5J8kUG7Ish+FMa4ZLUuf7V1wWEAwDtf9md0PTros6uQNxtr3EFiK5zA59CKqRLUzC3yq8UFyH74HwDgjak7bGbHy5hkO6BmCXeZT3PIxfHQT2cQdeIBYiIS8O2+GQCAotxSbJi5BwAwadFQoz6DCUxiWIkEtSX7o3Hyf8O0CjNAc9FcOaUzozlRQ76oECL/wY7JyLp7CG712yGozxzkJV4GoNiVpfsDEgDK858xmpex8Hg87EhYgZsnHyJblIcBU7tpJNkOndULLXs0QcTem7hWw8ZAhuzKzcsZ7fopanBfP3qvRp/FFDriHmBWKIBuDhGVghSFn9Tnr3xaDYa0qhzPrv4J8HgWu+PDdo7/30XSfnTZVfjWqwjbchWeJuzQrI2WQd46j6mL+6Edg3AwMkXjPHMWCtDmr6jinkBaKWatjS3c8yG8AzxUxgh/dedMLDoMCFXpNmsKDNmVTz1PrL34FQDtZTXZBCfwObRiygQ1c4n8qrJ8lZi+/OSrWsuDsQ2RSISQ0BCUi8sZv9fJ2QkJ8QlGiXw3yo5W03ZBuPnfQ5VkWmc3BwQ29UVhdgnq6GlAZSqYxLASCWpRiS8xdWOEXoFGXTTn77jBaE7V5cU6jxWl3SafSwpEqChkd/wlAY/HQ7e32+o9p2HLQPR/r2uNBb4hu/JvrIxtDzQiFMtY6Ip7gFmhgJrU89fnr6SVYuQnX1G8kMuNvkNU2wgKVe6c6rKrRq3rgS/go0HLABRaIQFSm7jXh7lEvjZ/pe0HZXVFGWMbs5R9UePhqTRsGWjS6jlUDNlVs07KfjrW6LnABE7gc2jF2AQ1XZha5BPJj9LKMrwxdQfZkAiA1kWzsiQHAnt6VTuqxQUa76mWFKGiKAOSwhfkeZJXAq+iKAM8gRCVJTmaF9NCbm4uysXlmPXzOAQ2oV93OuNJDrZ9fdjohDtXd+XObd93u+CtiZ1Uqp4IHYRYeepzRfmvePOX/3qaVYzwpcMZJaitntoVi/fdoi3yhy0PYzSn9IubEDphI4QuqrtzyhjW4QjoMgVJR79F4tGF8Gs3RjFPBvYFKG1MWllq0K4IKkqZ3/GxNIbsipq8HfpmsEXmxAZ/RaXJsO9Rnp+u019JK8VIOrEYkrw0BLw5FZm39oIvdGRkX3w7hTCi2qUuu5IUZsDOyQOSwhe0fZi16D+lK/lcl111HNgSWx8txbOELItXOGEq7glMLfJ1+SttIWHiHMWdBSY2RrUvOnZFUGkDPsyQXVF9GyfwOWoVhhbLOFG+zgoU2hZNY1pxU8U94bCoMfmActGUVyvKahrTnVH9PblxZ5Ebd1bjvNj9HzG+NgAENvFFg1c7Uvqq1piry6y2a/J4lusEySSGdc7w1vj15CN0D/XHgQUDMXndeVoi/5eZPTDr9yu05ySrKkfi0W/QYsxPpMjXlqBGxLhm3j4AwDj7IjC1XdGlttoVFSbi/mlWkcprc4l8e/e68GqqqMSj7q+o4r7Z6NWkeDLWvrS9T5tdFYvu4vGeD436DGuiy64s3ZUbMF7cE5hK5CsqMf2t1V+pi/zC1FvIjjkOoOZrpLntypC/MmVnWTbZVU3gBD4Hbegsll9uv47m9Tx1Cjf1RXPVe28ymkN1eTFSz67VmqCmLvL92o1G5r1/AABBfefSjs8vFt1D1p2DKu9JOroQ7kEd4d9J2fUvP+EicuPOoNmoVeAJhJAUPGeUQLR3xUk8va9ImgztGoyvd3+gcvz+xQRs+mQ/+fqbfba3AOuDSQwrNUFtaMcg2iJf32doo2G/LyC68jsp8ovSbmuIe0AZ4xp7YA5QWcrIvgCljQEwaFcESUcXMvouALB76X/4/vDHKmPqdvX73cVwcmV/wy6m3IjPwuJ9t2iJ+9vJ2Vh37IHGuKUKBQAKf0UV967+IaTAN9a+qO/TZ1eO3kEI6jOHsQ/jUMBE3Ju7UEDm7f3wbT1cq7+iinxJ4Qs8CVsJJ9/GKM9JMXqNFL9MMmhXBPmJl5Abe5rR9zHkr8pLJfis4ypG13xd4AQ+By3o7oQF+7tj5MpwvXHV1EVz0d6bjOaRfOI7CF3q6KyWQ100M27uBk+g2AFx8WtOOwmysjRP4z12jh5wq9cG7vWVscxVpbnIjTsDt3ptwLezZ3QLHQAp7gEg/uZTPLyShDZvNSfHqE4NAH6fo9gtNraiRlZaHn7//ACadWqIWWvHkccPrz+HqBMPMHPtWIR2VYRNFOWWMvoMU0InQY2JyGeCvXtdtBizFolHF+LBjskAoLFYEghdvBHQeRKeXfmdkX0BShsT2LsatCsCR8/6jKvopD16YdCuvhvyKzZe+4bRdbVx9NcLmLf1ffK1NrvKzyzC+hm74R3ggdFz+9X4M/WxaO9NDO0QREvcj1wZjvp1XJCSpZmDYSmRr6iq5EyKeyrG2hf1fbrsytm3KVz8Q+Fevy1jH2YNDNnVF5vfg50JfAFdmO7cm7tQgGfTnjr9FSHyH+9VJMB7BneHZ5NuSDu/3ug1UiB0NGhXBJKC5wBDgW/IXy0a/Cuj6+ljw8w9+HjjBIN2dX53FMK3XcWAqd1M9tnmwLbuN3BYBSa3uTfM6I6WQd4YuTIct5OzdZ5HLJrdWvgxnk+dkAF6dxr82o0mnzt6sbv74werRmP6D6MAAE/uKyurUG83bn28DABQWlgOHg9G11xPe/wCuS8KcevUI5XrR514gIKXxXh0JYkce5H80pxfWydMFktC5J+NeYapGyNQWaV7Z4wJjl71USdkAPk6oMsUrdUnAEDgYJmumTXBkF0V5Zjmx9zjyBSDdvX04XNkPslB7LUUiIskJvlcXXRr4Udb3LcM8sb80boTkc3V1wNQ9Vdu9dpoiHsOVQzZVUm+5Zp1MfFXRE8KolCAPn9FrZPPtFCAT6uhOv2V0MUb/h2Umzv1uk0DeOzd56VWqdHlr4pfbUYRx2tCSX4ZLbuKDn+EopxSJETr735tbdj7L8vBCpgmqDk7CHFi8RCMWnWG1k7+yild0Gfxf7Tn41y3ObLu/gNHz3pkvWgqRAyrwN4ZbvXaoDCV2R0CS7Nr8XHyObVjHjXWb/YbywAAod2CER/1FLN+HodtXytqAM/8aQzqNfNDpaQKq9/dDgD46q/puHE0BlH/PUBot2CEdGmMY79GoF2/ENgJBWQ1AIKZa8fi0ZUkDJ7Rkxxr3rmRGb6tfoyJYTXHTn5u7Flk3f0HbvXbQVIgQtLRb1Vi8qkQCWpsxpBd9Z2s2d3YGMZ/PcigXbXrF4LRc/vBy98D7nXodZY2lpVTutAW9ycWD0HYHf2i3VQ5RFS0+auM6L9tphqYpUv9AobtysvP3ehrM6Gqmr6/ksnk2Hs5EYD5CwWILv4fXLQUCgAUMffpl/4PLv6hqC4vRNLx78hCAWyEmpumy1/1f+9NROy7RR4HjL/L3e3ttrTs6r3vRyDqvwdo0aURYq+xdw3gBD6HToxNUHNzsqct8oV2zMRYw76fIzfuDNIiNgKAishXT1Bz9Q9BSvgPKEyJROadQxA6edL6jPJX3f+o76mWFOFF1C6VKgD5iYrGQKLLv4MnEKKqvJDRd3lv6QjsW34KgKLer099L5Xjv99djO+G/IqinFL0n9oVwW3qIT7qKQKb+OKrXdOx/oO/sP2boyrvadKuAVp1a4Km7Rog6r8HiI96iviopwAAR2d7jJ0/UGMeoV2DyVuSBHYM/11qSk0S1Ewp8tUT1CoKM5B4dKFG4i2gmqDGxL4ApY1JK0sN2hUB0/AcAHh/xdsG7erdxcMYX1cb6lVxtNqVUIC3P+sLAGZv867Pt6iLe2oyI5NCAUxziKho81cZ0X9rra5jrH1R36fLrsQ5KeQPVbo+rCalfh0cHJCUlGS0yDdkV5Ziyf5o3ErKpiXuv9x+HZcfZwKAVQoFAAp/9SRsJTwadUbw0O8glZSoFAowdo0sEd0FoN+uCIrSb4MphvzVu/8bDplUjksHouHs7oDykgqja/oPmt4dHpRy0rrsqmGrQDRsFWh2H1ZTOIHPoZWaJqgxEfmM4PHIpB2qyNe2WAKKGMPClEhIclNRKaSXSEjUQtf2nrIs5c6AtFIMACjNigNfYA9ZFbOQgyZtG2Bn4kqdx51cHVViDW/+p/wbt+reBF9seQ+/frSPHBv0QXdM/EaRlOXgZI9for7F/4ZuQmmhmNG8LE1Nq08AphP56glqjl71yZh86qJJLJZEghoT+wI06+3rs6ua0PiNehpj6naljrG7X7aCPnEPMCsUwDSHiECXv1JPvLV3V1TZMta+qO8zZFdlWfG0fZi1Sv2yiajElzj09SBa4n7HhXh80L8FdkUodvEtWSiA6q8Icc8XCMFXKxRg7BpJx64IKouZl1825K94PB6mLhuJqctG4uZ/D7D168OY9fNYBDZR/P9bWlyOP+YcRHmpwrY9fFwxc904smy0XC7H7u9PID02k/Hc2A4n8Dm0YooENXOJfB6PryLypVXlyE++orFYUmk85FvaCUS5CReRdu4nlffc3zoBfu3HIKDzJPI8ovV7y0m/g29nb/E27237tND7A8Hd2wWbbi0inR6VCnElHlxORMtuTeBKCTMQxWeipEAMV7Vup+aCqbgn4li1oW3RZIq2BDV1ke/fYRzSL/0fPBp1JhPUmNgXoLQxgb0r/DuO12tXBI/3zDBqF58uRTkl4PFr1tHSkF216t6EHKvWU03EXBgS9wCzQgEjfwhHZBwz0ZKfeBmlWXE6/RVV5HsGdwfAzH8B2n2YLruKO/AZXPxD0bDvHMY+LLCJL9kd2xKIi1V/gGi1qyop7l9MgL2jUP3tJmX11K60xf0fH/eGg1BACnzAMoUC1P0VIe4JqIUCjF0jJfkig3ZFkP0ozCJVmgKb1FWxy9/vLtZ7/uDpPVTWSH12FdymvkZ3XbbCJdlyaMVUCWqEyKeTeMsEQuR7t+iLZ1f/RFlmnE5xX9tYPuZPfNhiCc79pZp8lfEkGx+2WEI+fpy0DVUVVeTx7Gf55PODa05j87x/sHXBv+RYSX4ZVo7bjA0f7saTB+YTkgRMYlgJYb/u+H3IaIh8IvFWX0k6bQR0nKg1QY0Q+ZICEdIiNsC5blMED/2O1QlqTBEXSyCXydF1ZBssPfoJ+fh000SV8+q38Mfig7PI42/PUd7CNmRXsTeekOPXa9g1lyl0xD3ArFDAyinM8xdexhw26K8Cu7yLgC5TUPiUWYJlbefoL+fJ57rsKnzrVfwx9yD2rThp1rl0p3TVVUdd3E/r10LreeYsFKDNX1HFPYEtFApgCrFGalsHqyqqsGHGbpW1Mp8SYmzIrtbPUHbwpSYBsxFO4HNohWmCmqO9bqFjLpEvq5Kgokh5W02Sl26S61qL7Gf5pMOJ2Kd561+q5kwOrj6Nk39eVrxXlI//Dfs/leMpMSJ81GYF5FAIYgdnpaAhEoa8Az3JMaGDHVy9XMAX8ODsbv666Ev2RzNOUDt+Kw1fbr9OW+Qv2R/NaE6yV43RtEHtyFhdXgippITRta2FQbuqluKnqTvIHaybJx/i4dUkNGwVCCc3R/wx95DK+c8Ts7Bq0jYEtQxAUMsA/PfbJfKYIbtyo+zqu9WxnLCgK+4BZaEAOv6KaQ4RFX3+SiatQnkuuyt0AEohpc+uPmyxBGumbIfUBHds3H3dyOe67MrLX7G7So2ltiR0xT2BuUS+rforKtHhjzTGmNoVuQ7K5ZDL5fiozQo8VkuMPbxe+cPRkF3Voezes72TLSfwObRibIKaLkwt8skY1vx0hEz4Fb6thyMtYiNyYzU7ggKAXFoFWXUlrQdkVZrvkVYpHtRzparnyaVVWj9bF9WV1eTzqooqfDtgI/l6/8owxFxQjW3+e6WimsLSo59gQ6Si6dGxXyIgk8qwcdYeAMD0H0ZjZ+JKbI9fTlY0eZ6k+Ft7UATVyE/7YN2VBXh/+UhyzNHFAavPfoGN175BQGPtSYamJCrxJeMEtUXj2mPHhXjaIj8qkVm5z/Qrv5MxpVSIGFbP4O5oNWULZNWVim7KFYoSbUzsi2pjMlm1QbsiH7JqjXkZorqy2qBdLeizDonRaSpjdOwq9voTJN9VFamG7CooNIAc79DfMnfb2OCvqDQauECvv5JJq/D09I8oSruNuu3HAjDevtR9mNZrSSuN9mEEhuwq6U46vqHYobGM+Kg3+VyXXfUa2wHrr36NSd+ZJnmcCUzFPYGpRb4uf1VVlq9xbkWRIlHU6DWShl0RDzlDH3Z6+zWj7Grkp330+is7eztsj1uOnYkr8f6Kt1Xea8iu5m5WhjCyXeDXnvvLHBbB0GL5LKdEZwUKbTH5dka0ftaWoObip2jko1FdR65wKAn/zmP8OervyYzeh8zofRrnxWwxrsxYzotCNGmvELeZqYoqKq16NsX0laPwdd/1OLT2DNoPCCXPLy9V7i571nWDl587Cl4WoyS/DC/TFI1Heo1TlETk8/lYsGs61r6/E2mPlTs5BDweD97+mnGEji4OgAuQl1Fo1HdiApMYViJBbUTnRgjydcOnm68CAH6Z2QN8vnYnO7RjEFZP7Yqv/4qiPafKwkwknViM5qNWkU1/tCWoETGumbcV3WiNsS8AkFdLTG5XVHJe/TvqsyuirvSsn8di29dH4ObtgpL8MoN2FRMRr7HAGbIrS8NE3L8sUK2fbq4cIqc6jVAnRJEfou6vqOK+yfAlqK5QzMlY+9L2Pm12JckXITfuDOPrB7erj082TtRrVzsSVmBGyPfIzyzSdRnaUMsmArrtysvPnayPbimMFfcEporJL3nxGC+u79Dqr9Sr65RmJSDrjuIOXU3XSFPaFRVj7Kr9q80DXf7qiy3vkcK/z8TO2PO9aqlufXZlS3ACn4M2dBbLOVuuIbSBF5pRbtFTUV8013/YndEcZFUSrdUn1BNvAcA7pB9e3j8BAAjs+j4c3HXHTFIpyYxF7qMwlfeknlsLR+8gBHRSTYYsFt1Fw/7zwBcIUVGchYybe2h/F+qOumddheOIvZaCr/uuBwC07t1c6/sARexfwUtFUrOjqwM5nvu8EL4NFGURo8MUtzd96nvSnpMlYRLDSk1QIxZOOiJf32doI6jvHDy78gcp8ktePNIQ94AyxjX+0BcAmNkXoLQxAAbtiiD13FpG3wUA3LwVqxQdu9r29RHF3F41dDFkVw1bBkBSVsl4TpYiTpSPr3beoCXukzMK8dOR+xrjlioUACj8FVXcezZ+E7kJFwEYb1/U9+mzK4G9s6IsLEMf9vT+c4N2NSPke42x2lapiYm4N3ehgOfXtsOzcRet/ooq8itKspF8fBGEbj6oLMwweo0szYg1aFcEBcmRKEylv+ECMLMrgsJsZTiSNn9192wsmUBrih+ebIUT+By0oLsT5upohyHLwnBm2XBaIv/L7dcZzSPxyAKd7dxVF80NSIvYAECxA+LRqAvtCgFy8JD7KEzlPc+ubkGdFv3JnTeCYtFd1GnRj6yiw2RxpMa5u3u74O05fcl4ZjuhAJO/G6py/viFg/Dv2nM4u+s6bp58CECxk+/gZI+5f07Bpk/245sBG9BjTHs8T3xJ1uht1qERIv+9h4KXxTiw+jSadQzC2HnKevjnd0chOvwR3vt+BFl5QL1ahSXRtlgejFSNmWQi8pngVKcRmo1ejeTjixCz+R0AilKr2hLUHL3qI6DzZDy/vo2RfQFKGxPYuxq0K4LM6L8ZV9FxdXcyaFerTs/F4qGqlS3o2FW3Ue0AuRwHVytaz0fsv4kPf1Tu4mmzq9ICMbYu+BfegZ54a0JHRt+FKV9uv47WjerQEvdDloXByV4AbRVlLSPyFf6KxxeS4p6Ksfal/j5tdvUy5ihc/ENRJ6Q/Yx9GQMeuVp2eixxRfo0rNRmyq/eXjVRpuGZumO7crzt+H/vmD9B755Eq8r/S02FZG66BLXX6K0LkP9gxGQDgEtASPqGDkH7xF6PXSAd3f4N2RSCtkjAS+AI7Pi27UmfTJ/v1+qvLB28jPS4T9ZrVxbUj98j37fj2KGasGWPQrm6eeojzf91AjzEdND6bTXAx+BwGYXKbe9PsXvBwtseQZWFI1hPmQSyawf7Mb3nVbfeOzuoTPB4fDXp9TL52rttE63lsZPTn/bAjYQW2xy3H1sfLNG5He/kq/laEuLd3EmLNecUt0nb9QjDkwx4AFNVJCKe29NgnsLNTXCf+1lMk3U5D+JZIyKTKhN3wbVfx5P4zRFHq7D99aP4qOtpgslhO69cCf3zcm1ZMPhNc/UNQt9075OtGajtTVOy0dItkG4bsKiDYFzsTV2LmWoU4t3Owo2VXQns7CB2EGPOFYgG/diTGoF3FRT3B42spuPrPHZQUmLc/Q7C/O21x7+Fsj4Vj2us8z5zVwKj+yrPxmxrins18f+Rjg3ZFxDoHBPuSlZpm/TwO3d7WFK6z140jqzPN/nmc1s80ZFeFOZZLJjUmLMfchQICu0zR6a8cveqjfo8Z5OvGAxeAZ+eg9Vw28L9/PqJlV9rQ5a+WHv0EAJD68Dkp7tv0UdwleJ70kpZdnf/rBlIfvcDdc7Gm+7JmgNvB59AL0wS1Ou6OCF86HMOWh9Hayd8wozsGfn+K9nzsHD2QdecfuPi10LoQyqRVeHpmNXh8OwidvSDOTqJ9bTbA4/HAE+jfiX5v6Ui0eas5fOp5qoxP+GYI3p7TF6kPX8DR1QGN3ggEj8dDZkoOAKDNW81RWiBG03ZBKjtck78bhnsX4tFvivLv2bxTQ9N9KZoYs1iaYye/MPUWsu78A6FLHUgrSpF8aqlKTD4VIkGN7dCxK/6r8qCLD8xSqSGuy64IiE65w2b3MmhXbfu0wFsTO8Hb3wPu3uYNyt8wozttcR++dDguP9b/b2mqHCIq6v6q4Ml15MaeVenQzWZ4PJ7B3XJtxwOb+KLb220xddlInXbVsFUg3hzZBmmPM3DvXCzCtkYCMGxXloqTljP0VyejFVWRFo1rjzVHFCViDeUQHVgwEBN/PsdoXqLIzQgdt0GrvyrNSoDo8m+wc/KArLoKKSeXwbfNSC1XYT/67O7b/TMgrZLptKsdCSuQ9jgDktIKBLetj5gL8Xh4OQmtejalZVdj5g/ElUO30aF/KNkpno1wAp9DJ8YmqPl7OdMW+c4OzJqRNH17ObLu/IMnYSs1bmWrJqh9D49GnZF4bBFKn99HbuxZFKffpfUZZa/aa1PfUy0pQuYd1XKBea9av2feOQS+QIjK0lxG38VYmrStD596nqgor8TxTRdx/VgMGreuhynfj0DdBt4I7aZo4y6XyxETEY99Pyh+QLl6OGPWWs1dsS7DWqPLsNYqY+ZuEqNOTRLUTCny1RPUxDlPkHx8kUbiLaCaoMbEvgCljUkrSw3aFYE5m1xRqayowqGfzhi2qxWnYO8oRNu+ir9/5yFvqFxHm105ONtj2opRAGD2Nu/6fIu6uPenlMNjUiiAaQ4RFW3+SnT5N81CATDevqjv02VX4pwUiHNSYO/qYzEftn/lKcz8eZxeu5r4zRC07dsCjVvXw8tU5bwM2ZWlWHf8Pk5Ep9HyV2uO3MOxm2kAYJVCAYDCXyUfXwTHOo3QfNQqVJXlqxQKMHaNLHmh2PHWZ1cEhanGdX5mioOTPRp2UoTZ6LMrguJXeUfj5g9EXUrnYF121ap7E7Tq3sTsPqymcAKfQys1TVBjIvKZwOPbIXjod3h6+kcVka9efYIQ/j6hg1D6/D7yEy+Bx6dXkUBWrUjEUX+PrEqMlzFHydfVEkVyzsuYo+ALhJDLmJU2q66S4szO6xDY8dFnUmcItfQSeHA5EU8fPEevsaqxfsX5Zfiy2xry9aOryfh2wEbMXj8eXUe0gVwux9K3f8fzJGZlIq1BTatPAKYT+eoJaq7+IWRMPnXRJBZLIkGNiX0BShsDDNtVTajWUW6PalfEDjzB6snbyed07OrcLttqxqRP3APMCgUwzSEi0OWv1BNv8erf31j7or7PkF29jDnK2Iepo8+uAKWQSol5ZtCuNn2yH/Vb+GH5ic9qNCdzcfxWGv78hJ64X3HwLt7p2ogU+ZYsFED1V4S4F9g7Q2DvrFIowNg1UlqpqGqjz64ICBtkiiG7ynlWgCv/3AYR9PQoMhkNWwUatCsej4ebpx6SeUS1DU7gc2jFFAlq5hL5fIFQReQHD/0OefHnNRZLAMCrW3PNx6xh3Iab+p77WyfAr/0YBHRWrXaSem4t2s06RCbZMmnzvmriVvL5gVXh2PpoKewoIn/t+zuRcEtxW/fkH5cx/GNlDejFQ38FAHQa0gpTl45E8r10/PbZAWz96l90GtwKjyOTSac24Zsh+Ocn1VJl0mopUh++QFDLAJXd+vysIpVynObGFOKeQNuiyRRtCWrqIr9e1/fxJGwFHOs0IhPUmNgXoLQxgb0r/DuO12tXBI/3zGC8i79q4laDdrVwz4cIebOxyvvo2NXqs19CLpfjuyG/ku8zZFf1miqTU+Vy0+RMMMGQuAeYFQoYsOQkHqVr1hbXR8nzh8iM/lurv1KvrlOnpWIX31j7or5Pl13FHfgMLv6haNh3DmMfRsWQXcVeTyGF1IRvBuOfn84atKvniS9x/2ICql/ldlRVqtZR12VXTx8+V+kzYg4WjWtPW9x/P6kjGtV1JwU+YJlCAer+Sn1Xn1oowNg1UpIvMmhXBNmPwiC6tEnbJXVCx67Wf7hb5T1HN17AkBk9DdpV697NsfWrf6GOPrsKCPaFs5v5G0GaAi7J1oTk5eVh9+7dWL16Nfbt24eCggJrT8loTJWgRoh8Oom3TCBEvntQezwJW47Cpze0Vp9gO8Ft66Nxm/oAgIj9t8hxmUxGOrXpPyhuEYa9WggAoKywHADw6a+T4Obtgg4DWqLDQEWt4KcPnuHQK0H/45kv4PmqoyO1Hfe/687hx8nbsG3hYXJMXFyOxUM34fsRv+FZQpbJv6s6TGNYAeCviAS9x9UTb/WVpNNG/R4fat2FIkR+WWYcko59C3t3PzQftYrVCWoEhuxq7fs7Nd5Dx678GtWBf2MfTPhmCPk+Q3aVck9Ejt889dCE39IwdMQ9wKxQwIYZzEN0nl/bqtdfESLf942hyKthDXFLQceuqCIs9M1gg3a1+uyXAIB9K04hR6Tox3Ds1wvkNXTZ1fndUVg1YSv2LqOf22UMIzo30nucKu6/VbsDS2DOQgHa/JW2uHw2FwpgYlcfrBqtMk7Hrp4+eAYAaNhK2dDKkF1R7Vim1l2ebXAC3wTI5XL8/PPPaNCgAdasWYPExERs2LAB9erVw/r1662yU1VTmCaoebjqFjrmEvm1AappCHR2D9a9q0O1LaqYrZQouguyudPeuuP3GSeobTsXjzWUsmbaoC6a647fN9V0bRZz25Vczu5FDqAv7gFloQA6/oppDtHrAT2fY8iuCPHkQKPzMNugI+4JzCXyax/67UqbzqJrVyxeJmsEJ/BriFwux4cffoiFCxdi8uTJePToEf766y/cu3cPn3zyCRYsWIAvvvjC2tNkjLEJarowtcgnYliLRTFoMnwpPIO740nYShSm3jL8ZhaR+vA5Ul+VpOwzsRM5zufz0apnUwDAX/87DgAYOrsXedzrVXnRLfP/QVFOCe6cjUXMq93t4LYN8N73IwAAiwb/goIcRUMsaofR8QsG4buDs1SSbp3dnbDq9FysODUHDUKYxX0aw/FbzBPUZg0KxYqDd2mL/OO30hjN6fn1nWTrdSpEDKtLQEs0f2cNKotfIunEYsirLRfOZCyG7OqrndM03kPHrjKf5iDzaQ7+Xaus8mHIrpp2UHYu7jqijem+pB7Y4K+o1O85W6+/kstlEF3+DTmPT6NOyyFarsA+6NjVwj0fks/jop4YtCui1vmEb4bAN6gOAOCdLwaQ19BlVwOndcP//v0IU5eNMPG3pAcTcU9gapGvy19JKzVL01aXMQsxsyRM7Oqv/51QGadjV8FtGwAA0h5nku8zZFfUz///9s47Lorj/eMfOhygiIiCDaI0C1iwJShqNGKPmJ8iNtRYYkyMxlhiATSJLZYYWzRGLF8blthLFAtiCYqi2CiCVFGQXoV7fn9cbrm9fjRB5/167et1dzOzO7v7uWeenZ15RjqEZ02DjcGvIKtXr0ZAQAA++ugjbNmyBbq6ZZd0xYoVOHr0KH7//Xe0a9cOEydOVLKn2oGqxjJdyQJJ8sbklwd5E9Tq2nSSmXgLgOsijzw6X+MJRJJlSgqzkHRzp9wJQ/e3jyzXJNuFB6cg9mESSktK8enoLrxx0gDw/Y7xeBQSjae3Y+E+wpX3utD32HR8120F/j0TgX/PRHC/T137f9DV00G73o5o4tAQic9SeQ6YGB1dHbRs30zmd/FDQHVEB9BkDKt4gprPp46wMhdg6QFRtAdlDej43g6If52D5YfvqV2n3OTHeH72F944fHkT1MRjXFPCDgHQTF9AmcZKi3NV6kr6d01YeHCKSl3Jm7Smjq6kF8cCVOtKkup4u6SJc58lNfekquYQmTZxhqXLELn2inPuH56BzaezAB09pD8+V259SdswQL6u8l9HIyPqWoUm2arSlWMXW3gt6I8Dy88i8L/Qj6p01cShIVx62uP2f2t/SAciUKSrj5ybvJMIJ+Vx7sVU1pj8gvQ4JFzdLNdeSUfXKcxIRErofgDlbyPFk2yV6UryN01RR1erLs1G8JEwvC18i3N/hcBzdh+1dKWlpYWpa/8Pf8zmj8NXpqvaBHPwK0B8fDyWLBEtl/zVV19BX5//KlFPTw9ffvklFi1ahDlz5mDQoEGwtKz4CojvCnUay2+3BSPo56EKG1LpRnOdhmNYSVgiN/qE9MTbFgMXo65NJ6Q9ETUk5g69eOG6lJH3OhqZ0cG8Mkk3d0JbT4CG7ctW6kx/dgmFb+LRsL0nFybz9cOTap+Lrp4O+oztqjRP609aovUnoh4MSQe/jrkxttxfjDPbgnH1YCga2Vrgy1VfcLHxtbS04H/8a4RficSuRX8jKy1X7XpVF5qMYZWcoCZuONVx8gd1stHIwW/i9iWSQnZwTr44TKb0BDXxGNdnR34AoJm+gDKNAVCpKzFJN3eqvX8xunryG2xJXUmzYP+XiAiOVqmrQyvPoaigGJ36t6mRkXQSXudg1o4bajn3LzPyseqorE6qK1CA2F5JOvcWrfsh7WkQgPLrS7KcKl01bO+psQ2TRpmuAHBrHzRzaoQZm0Yr1dVY38Fw6eVQo4cZSlIR515MZQQKiL+8EUYNPpJrrySdfHGYTC1dA6A4t9xtZE5SuEpdicmMvYW8l080PidVurJoUg/DZn6KW/8tUtXWTTRZWB1ddRnojKzXue9lJB3m4FeAVatWoahI1OszYMAAuXn69++PRYsWISMjA3/88QcWL15cnVWsNNTtCcstLMEA/9NK80g2mjP+uK5RPaJP+KK0OF/uBDV+o7kUeoJ6KM4VLfJk0bqfRhECMqODeWVS7x2ViaKjb9oAsRdWwcp1JBdFpyKNo7rEhCfCuK4RZ9SGzSxbCrwwr0i0cIyxPmzaNka7Xg4onOeBbT8cRm5WPrbPPYyW7Zqhl3dnrsy/Zx4i7J/H8JxVFgNYPHbxXSHdWB4Ijuala+Lka4Jp4zZoMXAxYk4vw8OA8SgtyoVRgxZyJ6iZNHJEI9eRSLm9RyN9AWUakxdFR1pXYtKf/FMtsfD1DfTU0lW7/+LfixvV0HMR3BLvgHxdFeUX48CKszBvVBdte6h/vcrDjD+uw+K/8fSqnPsB/qdRUCy/97p6nHyxvUrjnHtJyqsvyXKKdJURHQzjRk6w6uRVbTZsws/DYNHYTKmuANEQ2NgHiUiKKgtzqEpXg75yr/aHAk2c+4BLT9H+IzeF6dJOvo+GkcX0zawU2iuxk/9wlw+EJW+hb2KBBs6DkXB1U7nbSBMrJ5W6EqNjaFouB19TigqK8eTmc5W6Kswrhq1zY+7B8/CaCxjrN0Slrh7diMHVA6Ho0Mepys+lIjAHv5wUFxdj3759AABjY2M4OjrKzefi4gIDAwMUFRVhx44dtdLB1+Q198apbpi144baTn7vhceRpsHK4iWFWbDqPFphtBxtHT185LEAYZsHozj3NQSW9rVqNVsiAglJ6Sp9e/3LGuCt4Uu4cISBq8/j7J/8BybxstwA8OBqJG4eD8etEw/gPtKVO8b+X84g63UuzCzrwGtBfwBA5J0XlXZOmqJuY1lVTr6ZbRc0ch2BlH//BwCwG+QvN/oEABjUtZb7e01DHV0J/5ss6++5RS1diZ35tERRtLAz24Lh+V0fpboKv/IMVw/eAQA0b1O1187EUFdt5z4rvxjzhrfDgj3/ys1XpU6+hL2q18Kt1qxiC4h0JSwVKteVgnRVunrxKBn+nltkyqnS1See7eUOsagqNO25337hCazMBSqHFwIiJz8tu0Cj+jTrPk2hvTJp5IhmPWcg9sIqAEDLwX7IfflMo/3XFJTpbsXoHbzvqnQl7mx4FBKDoP/dVqmro2v/QezDJORpeG+qm5o9Q6AGc+vWLS4Mpo2NjcLJFjo6OrCzE4nnxYsXiIqKqrY6VgaaTlBr2sAU5/wGIiu/GAP8T+NlhuykHjGN6gmwQWLiqLq8un8MuS/lh0skEiIheCv3Pf9VjMb7f1cc3xiESY5L8GUrX0x0WCwTgivjlWiybLchLtxvvkM3ARD1aokbyx4jXPGRi2isoL/nFpSUiPbj1OUj2HeywYCp3XmGccDkHmjRvilvv+9qrKGmjeX84R2wxKujWhNv1SX35VO8un+M+x53aZ3cibdAzZ6gJkaVrlJiXmOiw2L8ObdsHoA6unpbXIK3RW9x9DfRCqluw9ur1FWrbi3Qxq0leoxwhakak10rwoYp3dV27s/5DUTDesZK91cVE2+l7VVm7O1aFShg6fCtKnUlTk95/ppLi7gerVJXYifM1rkJ7F1tuLKqdGVmaVpVpyuDJvYq+L85AVUdKCD53/8ptFeFGYlIDClzfmP/+bVGBwrw99yika4kUUdXbp6ie/bwmsgva+LQUC1d9fX5GLbOTdDxs9aVd7JVAOvBLye3b5cZ4aZNmyrNa2VlhYgI0YS10NBQzuGv6ZR3gpqdtRnO+Q2Eh99plT359etotmCEw/BfkXjjL0T9vQB2ny+HSaOyNyf8CWqzYe7YG08OfYeC19HIivsXhW/iley5jNyUR6JzkihTUpiF9GeXoG/agMuX/lTk2KQ/C4K2jh6KsjWLHZ8r8fSfm5GP479f5qXv//kMRi8uiwQhnpj2mc/HmLTSE186+SI1Lh1FBcXYOks02fPXK3NgbiXqZdi95ASuHAzFk5uih5x6Detg/t5JMvXoO74b+o7vxvtNoOF9qQzKO4a1MnvypSeo5SQ9RMzpZTITbwH+BDVN9AWUaay0OFelrrjjlWN4Tn52oUpdLRwgO1lWHV1d2R8KA0FZ/T4dzZ9PIk9XJvUEmL1DFIWiqidBKrMt0s69nbUZ7sakAdAsUICmc4gkkWev5AYKQPn1JVlOka7yX0ejKCsZJlZOGtswSVTpamH/DZiyWhRd6cjafwCo1lVPr04Y5z8Et06EI/JOHADVuqouAi49xfYLT9SyV7uCnmHnJVFP+bsIFACI7NWzo3Oho2+MVl4bUZTzihcooLxtZG6y6LMyXYnJjgtV+zzEqKOrv54t4/323baxcHa3B6BcVwAweHpPzOuzFgAwabknb5ihIl11HeSMroOc38lEbk1gDn45iY4uGxNsba38VbOZmZnccjWZik5Q08TJ1wRtPUPYD/0ZkccX8px86egT4tfcDdsNRdw/a5B8a7fGx5IuI16xT5oX4mXlNSTnv2XbASA9JRMA0Ka7Hcb5DcbcT9fi8Q3Fbx+0tbVRx8IE2Wm5KJR4uBI3lgDQsV8rXDkYWiMn2EpT0QlqleXkS09QM7Ptwo3Jl2w0xY2leIJaefQlprJ1JUnWf+Pf1NHV5NXDsf2HIzA2M0JeZoFKXb2KT6+VMbvlOfeSaBIoQNM5RGIU2SvpibdiyqsveeXk6aq0OF+uBlXRon1TTP31/5TqasfTpZjkuERumipddR7QVuM6VReaOPfTt15DzzZWuPJfOMbqDBQgaa909I3h4LkSesbm0DM25wUKqGgbWZm6kqQ8uqr73+KOgGpdWTQxq1D9ajLMwS8nL1+W9XSYmJgoyQkYGJQtApWZmakwX1FRETdpFwCyskQhpbKzs8tZS83JzRU5g1M3XUVdgT78RrkiOiUL0Snyw1u9ySnE3J03kV0gCpt1/3ka8iQmaP48pjPm7LyJngv+xqoJ3WAutcRzVHIWd1xl5ymuV/6raJS+LYBVJ28kXN+OZ0fmommPKch6EYqs57fQsMMI6JtZITtJFFatMEP0hN2s5wwYmDVW6xpkJ9xD6t1DvDJRJ/1gbtcd9R3LJh5mxYfhVVggWg5eBi0dXRRlJiH+ykb1zyWrAJGhcQDALaseERyFuZ+KehO6Dnbm0gHAwFgfRXnFiHuUjNeJGcj+z3FPef4adRuYiCIBrDyLDr2dIBQKsW7yHgBA3f9eLcY9SkZRvug+ERGy3+TBtJ6AN7ysqKAYJSWlyE7L4+pa2foTn79YK/+7GoldQZEY39sebk5WuP44RaZMZFImr4w83JysML63PZYeuIsXr3Iw2t1eY33pGteDVSdv5L0uexDX1jeCVZexSL65C8+OzkOD1v2RELwN2nqGMG/5CV6FH9NIX0CZxqCtB3N7d6W6EhN7YRVK8jPUuiecxnJEvdHKdGVqboycN3nY/sMRAGWrJKvSVUMbC5QUl92LuEfJKMwrUqorY1Mj7reU2DSurpWpMWl9SSK2V7lFJfh1QjekZhYg9b/zFWssI7dIob2SxG+UK2b+GaL2OYjr9SYqGMn/7pVrrwCggcsQvC3IQvRJf9RrKYqiUl59SZZTpKu4S+sgMG8Oy/aeGtuwmHsJKnUldsKM6xohOUY0nMKknhFyMwpU6mq1z1/4IWACVy42IomzYYB8XQFA9ps8rgOlqvQ1yLWZQnsl5lxYPNYef4CBHZuhTTNzXIlI4XQpz17JQ1MbpqNnqNBeWXfzQUFmIgok3gbWs3fHmyf/lLuNLMxOVakrMZmxt/E6/G+1zwVQT1fidLFOzgfcQM8Rrip1pa2tjftXyob7ittIZboS1DGE7n+LB1aVDVOG+DhqLaBKjHLRp08fAkAAaP78+Urzjhkzhss7adIkhfl8fX25fGxjG9vYxja2sY1tbGOb9JaQkKDST2U9+OVER6csvrSenvLlyouLy3ocpGPlS7JgwQLMnj2b+y4UCvHmzRvUr1+/1sQCrk1kZ2ejadOmSEhIQJ06dd51dRjvGUxfjKqE6YtR1TCN1TyICDk5OSqHhgNsiE65MTUtm1FdWKh4UpZ0urI/iYGBAW84D8Afv8+oGurUqcOMF6PKYPpiVCVMX4yqhmmsZlG3bl218rEwmeVEMnJOXl6ekpzAmzdlofSaNZNdxp3BYDAYDAaDwagsmINfTtq0acN9TkpKUpr39euyOK2S5RgMBoPBYDAYjMqGOfjlpGfPntzn58+fK8xHRIiLiwMgGoLTqVOnKq4ZQ10MDAzg6+srMyyKwagMmL4YVQnTF6OqYRqr3WgRqRNrhyGPdu3aITw8HLq6usjOzoaRkZFMnqioKNjbi8JfeXp64siRI9VdTQaDwWAwGAzGBwTrwa8AM2fOBACUlJTg2rVrcvPcuHGD+zxjxoxqqReDwWAwGAwG48OFOfgVYOzYsdyY+oMHD8rNExgYCADo168fevXqVW11YzAYDAaDwWB8mLAhOhUkPDwcnTt3BgBERETAzs6OS7t69Sp69eqFhg0b4t9//+VF3mEwGAwGg8FgMKoC5uBXAufPn8fw4cPRqFEjbNy4EQ4ODjhz5gx+/PFHWFpa4vjx42jVqtW7rma1ExYWhtDQULx58wb16tWDra0tunfvDoFAwKWbmJhwcxQYDAbjfaW0tBS3b9/GvXv3kJ2dDQsLC9jZ2eHjjz/mFkAMCgpCmzZtYGlp+Y5ry2AwajtsiE4l0K9fP4SHh8Pd3R1Tp06Fk5MTtm7dioULF+LBgwcfnHN/8+ZNtG/fHp07d0ZgYCBiY2Nx/vx5TJw4Eebm5ujXrx98fX3h5eWFyMjId11dRjWydetWaGlpqdxyc3O5MoWFhWqV2bp16zs8M0Z1Utt0dOrUKTg4OKB37944c+YMYmNjceLECXh6esLc3BzDhg3D4sWLMXr0aLx69arSj/+hUtN1Mn/+fJXHsbCw4JV5+vSpWvU7d+5chevHqOUQg1GJHD9+nPT09MjW1pYePnzISyspKaHDhw+TlZUVASAAdPLkyXdUU8a7oKCggJKTk+n48eNkY2PD6QAAeXt7U1hYGL169Uqm3KtXr+ju3bvk5eXFK2Nra0snT56k5ORkKigoeAdnxHgX1CYdbdq0ibS0tKhjx4704sULXlphYSFt27aN6tSpw9VF2m4yyk9N10leXh4lJCTQ3r17ydzcnHesmTNn0qNHjyg9PZ1XpqSkhFJTUykkJIT69OnDK9OhQwcKCgqily9fUnFxcYXrx6jdMAefUWkkJiaSsbExaWlpUXh4uMJ8qampnLFlDv6Hy19//cU1TAYGBlRUVKSyTHFxMRkYGHDlAgICqqGmjJpMTdbR3bt3SVtbm0xMTCglJUVhvqdPn1K9evWYg1+F1GSdEBEtWbKE9yChDvHx8TwH/8qVK1VWP0btgw3RYVQav/32G/Ly8uDs7AxnZ2eF+SwtLbFnz55qrBmjJtKkSRPuc4MGDbhxyMrQ09PjvbJu3LhxldSNUXuoyTpasWIFhEIhPv30UzRq1EhhPgcHB2zYsKFK6sAQUZN1AvDrp+5xrKyseN+ZPWRIwhx8RqVx5coVAEBRUZHKvG5ubmxV3w8cPT097rOOjo7a5XR1deV+ZnyY1GQdaWITvby8YG1tXSX1YNRsnQDlq590fZg9ZEjCHHxGpZGdnQ1ANAlI0cJfkvTt27eqq8RgMBjvDLFNvHz5MqKiopTm1dXVRc+ePauhVgwG40OAOfiMSqN58+bc5+HDh/NW8ZWHl5cXC5HJYDDeW8Q2saioCP3798fTp0+V5p82bRoLkclgMCoF5uAzKo3hw4dzn9PS0uDu7g4/Pz8UFxfLzd+2bVulDn5WVhaWL1+Obt26oX79+jAwMICDgwN8fX3x6NEjjBs3Dp9++imXv1GjRjKhwgICAnj7tLGxkckjfo0uzePHjzF58mTY2dnByMgIAoEAtra2GD9+PG7duqWw3levXsXYsWMhEAgQFxeH0tJS+Pv7w8rKCk2aNMGRI0dkykRFReHrr7+Gg4MDBAIBTE1N0b59e/j5+eHNmzcKj8VQTGFhIdavXw83NzdOP82aNcOYMWMQGhrKy7to0SKF4eYWLVoEQBTqUDpNUY9rebUjJiQkBF5eXmjSpAn09fVhZmYGd3d3/PnnnygtLVXr/K9cuQJvb2+0bNkShoaGaNiwIXr16oWNGzcqHTKSkJAAf39/NG/eHH5+fgCA4uJirF+/Hm3btoVAIIC9vT0bM64GkjYxJiYGrq6u2LRpE4RCodz83bt3V+ngv3z5EosWLUKHDh1gZmYGQ0NDuLi4YN26dQgLC8PgwYMxYcIEAIpDPkrbPHl54uLi5B7/1q1bGD16NGxsbGBoaAhTU1PY29vjq6++wpMnT+SWKS0txalTp/D5559zQ1Hy8/Px7bffcusBBAcHy5S7e/cuJkyYAFtbWxgaGqJu3bro2rUr1qxZg4KCAqXXiSFLZmYmli1bBldXV047LVu2xNSpU/Hs2TNe3jFjxii0iX/++ScAYOPGjTJpPj4+co9dHt1Icvr0aQwZMgSNGjWCvr4+LCws4OHhgcDAQLXOXSgU4uTJk/j888+5OlhbW2PAgAHYvXu3wv8kIBqVMGfOHFhaWnI+RU5ODpYuXQp7e3sIBAI4Oztj//79atWl2njXs3wZ7w/FxcXUsWNH3qx+AOTg4ECnTp3SaF9nzpwhCwsLcnV1pRMnTlBCQgKFh4fT7NmzSVtbm9u3u7s7V+bly5cUFBREzZo149J37tzJ229SUhKdPXuWLC0tuTyXL1+WOf7+/ftJT0+PzM3N6fDhw/TixQu6ePEiubi4EADS0dGhs2fPcvkLCwtp+fLl1LJlS965x8bGko+PD++3+vXr847122+/kZ2dHe3YsYOePXtGkZGRtG7dOjIzMyMAZG1trTQqUW3l8uXL3DVp3ry52uWaN2+u9N4REUVERJCjoyN99913FBoaSgkJCXT69Gnq2rUrASBtbW1auXIllz8rK4uCgoKoS5cuvHs1b948ys7OJiLRPQ4ICCAAJBAIaPPmzfTy5UuZY2uqHWkWLFhAWlpa5ODgQGfOnKHnz5/T//73P7KwsCAAZGxsTHXr1qW6deuSmZkZTZ8+nVc+OzubBg8eTDo6OrRgwQKKiIiguLg4+uuvv7gQtS1btqTHjx/zyl24cIEGDhzI+3/5+vpSfHw8derUiau75PVZsWKFuretyqhKHVWUzMxMnj0Sb506daKQkBCN9/fXX3+RsbEx9e3bl/755x9KTEykf//9l8aPH8/b//jx47kyiYmJdOzYMS5Kj7zzjYuLo8DAQDI0NOTZLmlWr15NWlpaZGtrS+fPn6cXL17wQlAKBAKercrIyKCFCxdS48aNefUrLi6mzz77jPdbx44duXJCoZDmzZtHLi4udPDgQYqJiaFHjx6Rr68vV0dHR0dKSEhQ+9rVZJ0QEe3cuVNuu6YK6fZGEVevXiVbW1vy9/ene/fu0YsXL+jQoUPk6OjIRRbau3cvlz8tLY1OnTpFDg4OvGNs3LiR8vPziUgU5vOnn34iAGRhYUH79++XCetJpLluJCkpKaGxY8cSAOratStdvXqVoqOjafPmzSQQCAgAmZqa8myitF1KTk6mbt26kZGREa1evZqioqIoKiqK1q1bx4WodXV1paSkJF65gwcPkru7O+/8d+7cSQ8ePODaemmbuH//fnVvXZXDHHxGpZKcnEytW7eWadAAUJ8+fej+/fsq9xEYGEg6Ojrk4eEhN5TZqlWrlBrCX3/9VaGDL2bGjBkKjXZiYiLXiKxatYqXFh8fzzlArq6u3O+lpaV06dIlCgoKovr16/McpMmTJ9Ply5c5J6lXr15cuS1btpCNjY1cR/H69evcfpo1a8YZ1feFqmpw4+PjycLCgg4ePCiTVlhYSG3atOHKSz945ubm8h5Sp02bxkvfsGEDGRgY0KVLl+TWrTzakeT3338nAKSvr08xMTG8tLt373KNSZs2bSg2Npbi4uIoKyuLy/P27VuuQdq0aZPM/mNjY7kHBQsLC94xnj9/TsXFxfTNN99w5z9x4kRq3749rV+/nl6/fk3FxcV05MgRLnSgqakp5eXlyT2X6qKmO26PHz8ma2truTZxxIgR9Pz5c7X2s3btWu6eCIVCmfTp06fLdfDFKLN5YgYNGqTQWQwNDSUtLS0CQIcOHeKlhYSEcOW++OIL7vecnBy6du0atz6KpF309fWl06dPk729PQGgCRMmcOXmzZtHrq6ucrW1d+9ebj+dO3eWey3kUdN1UpUOflhYGNWpU4eCg4Nl0tLT06lhw4YEgHR1dWXa6JcvX/LWEJB2nmfPnk316tVTGN61PLqR5PvvvydA1DGWmZnJS/v777+58v369eNsoqRusrKyuIeY06dPy+z/zp07nD1r0aIFvXnzhkuLjo6mwsJC+vzzz7njzJo1i9q2bUs7d+6k7OxsKigooC1btnDpLVq0kHse7wLm4DMqnaysLO6JW3rT1tamadOmUUZGhtyyUVFRJBAIyMDAQGHc6OTkZKWGUNJQKnLwfX19FRrtAwcOcGm7d++WKSs2FqampnL3PXToUK78p59+SqWlpUQkeggIDw+nwsJC7jwMDQ1pzZo1cvdDRJwzpqgutRnJBldLS4vrgVG1iRsLRQ3ukCFDqG3btgqPO2fOHK587969ZdLj4+O5hzQtLS26ePEiEYkcNWNjY9q1a5fCfVdEO2/fvuWO2717d7n7HzBgALd/eY21+OHWxsaG0500u3bt4vYh7zjHjh3j0u3s7OQ6oJL/72vXrsk9TnVRVTqqTJKTk8nDw0OuTTQwMKBFixYpXTgpODiYdHR0qFGjRgof9G/cuKHUwVdm88RIvgmQdhZXrFih8J4LhUIyMjIiAAr/e+I3WADIx8eH+72oqIjCw8M5vd69e5e0tLToyJEjcveTm5vLu37q6q+m60Sy3dLR0VG7fuo4+C4uLjR48GCFx/7iiy94D/XShIWFcU6wkZERPXr0iIiIgoKCSF9fX2GHB1HFdPPq1SvS1dUlADR27Fi5+2/VqhXnW0gvJEdU9mDbo0cPhXX09/fn6jhmzBiZ9HXr1nHpXbp0obS0NJk83bt35/LEx8crPFZ1wmIqMSqdOnXqYPfu3Rg9ejS++eYbXvQIoVCIrVu34sSJE9i3bx/c3d15ZZcuXYr8/HwMHTpUYdzohg0bVmn927dvD4FAACKSG8pTHBc5Ly9PbnkTExPu8y+//AJtbdFUF21tbd76AH/88QcKCwuxZMkSLF26VO6+xFE4AODOnTsYO3as5idUC7C2tsb169fVyuvm5oakpCS5abGxsTh58iR0dXVhZmYmN09hYSH3+c6dOzLpTZs2RUBAAIYMGQIiwqRJk3Dz5k0MHz4cEydOxLhx4xTWrSLaefToEdLT0wHwY2JL4ubmhjNnzgAAHjx4ADc3N955rVixAgDQr18/TnfSjB49GvPnz0dKSgqCg4Nx5coV3lwCSf16e3vD1tZWZh8dOnTg1rJITU2Ve5x3QWXpqLKxsrLC2bNnsW/fPsyZMwcpKSlcWlFREX766ScEBgYiMDAQbdu2lSn/448/orS0FCNHjoSRkZHcY1S1XezSpQt0dHRgZmaGVq1a8dK0tLRQv359JCYmqmUXV65cyX3W19fn2cUNGzaAiODj44OJEyeqrNedO3fQvXt3jc6lpupEjKurKw4cOKBWXnn/T0muXLmC8PBwPH36VKFNzM/P5z7Ls4nt27fHmjVrMGPGDBQUFMDHxwdHjhzBqFGjsHz5cvTu3Vvh8Suimxs3bqCkpASAcpv4+PFjCIVCREREoFmzZlxaSkoKtm3bBgDo37+/wjrOmDEDv/zyC4qKirBv3z74+fmhRYsWXLqkdqdNm4b69evL7KNDhw7cPJLU1FQ0bdpU4fGqC+bgM6qMfv36ISIiAhs2bMCyZct4zmpycjI8PDxw6tQpbqJsYWEhDh8+DEBk4BShyHGpLOzt7ZGQkAAAMDc3535PT0/HwYMHERkZCQAKJ+VIxiJWNmHu0qVLAIDNmzejR48eKutlamqquvK1FF1dXdjY2KidVxFBQUEgInh4eKg1CVRLS0vu74MGDcKsWbOwdu1avHjxAm3btoWTkxPWrFmjdH8V0Y7k5FlFTpLkojvSeS5cuIC0tDQA/IhW0ujo6GDw4MFcw/f333/zHHx1YnDXrVtXZV3fBZWlo6rC29sbQ4YMwc8//4x169bxJjs/e/YMPXv2xJUrV3hO/osXLzjH4V3axZ49eyIpKYkLAiAmKSkJ+/bt44IBKJoErqld/Pvvv/HRRx+prFe9evXUqr90XWqyTgwNDdWunyrE13PixImYO3euyvyS8fgl+frrrxEUFISjR48iNDQU7du3R9++fTF79myl+6uIbipqEwMDA7kgH8psorm5Odzd3XHhwgVuMu53333HpddWm8gcfEaVoq+vjzlz5mDcuHFYuHAhduzYASICIHLox40bh6dPn8LU1BR3797lIiM0aNDgXVab55xdu3YNmzZtwq1bt+Dl5QVLS0u8evWqwscQh8zT19evNGP+oSO+psXFxRW+pitWrEBwcDBCQ0ORnp6OL7/8UmHjJ0l5tWNvbw8jIyMUFBQgLCwMRCTzACLZW96uXTtemmR0njp16iitY4cOHbjP0qEbFT30KMoj/j8z1MPExATLly/HlClT8P333+PYsWNc2ps3bzB27FjcvXuXcyoke5rftV0UvyUgIpw+fRpbtmxBZGQkxo0bB1NTU15PcHnIy8tDYmIiAEAgEDC7WAmI/99CobDC13PHjh0ICwtDXFwc0tPTMW3aNLXKlVc3Li4u0NLSAhHJfbMAVK5NvHDhAoD3xyayMJmMasHS0hLbt29HSEgI79VVcnIy9u3bBwC819Y1gZs3b6Jbt26YMGECPD09ERMTg5UrV8p9PVceMjMzAQD379+vlP0xKvea6unp8XqnZs+ezfXOq6I82jExMcFXX30FAEhMTMTRo0dl8ogboHbt2sm8Fn/9+jX3OTc3V2n9JIdzvH37VvUJMSodW1tbHD16FCdPnuQNnQgPD8fFixe57zXNLp4+fRqtW7fGkiVLMGPGDERGRmLx4sUwNDSs8L7F/1+A2cXKojJtopmZGaZOncp9nzRpEnJyctQqWx7dtGjRAsOGDQMgsqnSTv7bt2+5kK+DBw+GnZ0dL/1Dt4nMwWdUGkePHlUaSxYAunXrhuvXr/McHfEfVDzWDhDFen6X+Pv7w83NDQ0bNkRERARGjhxZ6a9qBQIBAOD48eNqPfE/f/68Uo//PiK+pqmpqWrFm4+JiVGYlpiYiO+++w5jxowBIOpd9fb2VhmHviLaWbFiBYYOHQpA1HgGBgaiqKgImZmZmDt3LoKDg9G0aVMcOXJE5rWx5Ovv2NhYpceRzKvs1TWjYoiHHCpj0KBBuHTpEgwMDLjfJOPU1xS7KBQKMWXKFAwaNAg9e/ZEaGgo+vfvr1bvprqI/7+AaIiOKgoKCpCcnFxpx38fEV/Tu3fvcm9HlKHMJt6/fx/Lly+Hl5cXl3fKlClK91dR3fz111/o2rUriAhDhw7FxYsXUVJSgtTUVEycOBExMTFwdnbGzp07Zcp+6DaROfiMSuPQoUN49OiRynzNmjXD4sWLue8ZGRkA+K+fb968We56aDoWVdq53rx5M/z8/GBqaordu3crnNRWUcSvS58+fapyQtW5c+ewe/fuKqnH+4TkK2jxIk2KKC4uVjiJr7CwEMOGDcOoUaOwZ88eLt/169fh6+urcJ8V1Y6enh6OHj2KXr16wdbWFuPGjYOJiQnq1auHffv2Yfbs2bh3757cscmS47Zv376t9DiSr8S7deumUR0Z6rNu3TpkZWWpzNehQwfu7Q1QZhOBmmMX58+fj+3bt6Nly5b4/fff1RqXrClmZmbcWOYLFy6oXA19165d3FsthnzENrGkpATLli1TmjctLQ0zZ86Um5aeno5hw4Zh6dKl2LdvH/r06QMAOHDgALfwlTwqqpu6desiKCgITk5OsLa2Rv/+/SEQCNCoUSPcuHED/v7+uHXrlty3ox+6TWQOPqNSOXXqlFr5xMYBADdkp2PHjlwjdPHiRV70HU0wNjbmPqvz+lCyhwwAfv31VwCiMdGqxu1VBMkhFtOnT8e9e/fk5svNzcWsWbMwePDgKqvL+4LkNT1//rxSJ3/ZsmW86B2STJs2Daampli9ejUAUWQPR0dHAMDy5cu5iWvSVFQ7JSUlGDVqFFq2bIl79+4hJycH8fHxyMjIQGJiItasWaNwmM/AgQO5XuD79+8jOjpa4XHEq5QaGRlhxIgRGteToR6lpaVc1CNVyLOJAHjRmA4ePFjula0rYheLi4u5Sevt27evEuceEI1j7tWrFwDRA8aoUaPw4sULuXlTUlKwbNkyeHh4VEld3hckbeK2bdvk9nSLmTVrFnf9JRFHcOrevTtmzpwJLS0t7Nmzh5ss/e2338rt3KsM3eTk5MDDw4NbgTwvLw9xcXHIzs5GTEwMlixZorAjxdPTk/t84cIFXqAPacQ2sUmTJlzgj9oOc/AZlcq2bdt4kSEUIdmrNWTIEACi3psBAwYAEBkUb29vub1fhw4dUrpvyfCa8p7aw8PDsWvXLrl1Acom7URGRso0hPn5+VwoQwDcDH3JZdMle76UjeX76quvuAeazMxMuLu7Y8OGDbxjXr9+Hb169UKjRo3QsWNHhfuqjUjqRJMxj5JhLqUfzlxcXPDJJ59w3/39/TFq1Cgueg0gur8zZ87EqlWr8O2338rsf/369QgKCsKhQ4e4oTXGxsY4ePAgDAwMIBQKMXr0aLnDJSqqnfnz5+PQoUNc+FhdXV1YWVkpDG8niaWlJW987PLlyxXmvXr1KgBRgy4Z/QHg3wt1ho6pGrJU1VSFjiqTjRs3qnUdJe2Q5MO8s7Mz1xOZmZmJcePGcdqRpKJ28dKlS7wOGsn6ZGVlcdc5PDxc5p6np6dzkUMk61Yeuzhjxgzuc3x8PLp06YI9e/Zw94uIcOrUKfTo0QOfffaZwnDK0tR0nZSnfpJ1A+TXb+DAgbw3m5MmTcI333zDG67z/PlzeHt748yZM3Lfan7//ffIyMjgIm8BIj3t2rULWlpaKCgowIgRI2Qmy1aGbiZMmIBr165xNlFfXx/W1tZqRZVzcXHh/Iv8/Hz89ttvCvOKbeKSJUtk3nbVNpvIUY0x9xnvOSNHjiQA5OXlRSUlJUrzihfKcXNz461E+PDhQ95y6TY2NrR161YKCwuj4OBg+uabb2jcuHFKF7rKy8vjlrDW1tamn376iZ49e0Z37tyhWbNmUZs2bWjy5MncPoYNG0ZRUVEUERFBREQdOnTg0gYOHEgxMTGUmppKW7duJTs7O97iU8HBwbR//37eqqWenp5cuvRKqdL4+fnJLHyjp6dHzZs3JxMTEwJAxsbG9OTJEw3uRO1g69atvHNWttCPmOzsbG41WChYyCwiIoKMjY1lrqulpSVZWVlx35cuXSpT9sSJE6Sjo0NXr16Ve3zJxYK6d+8us9JyRbUjvucAqGHDhmRnZ0eOjo7k5OREbdq0oQ4dOlDPnj1p+vTpcuuYm5tLzs7O3GI+J06ckMlz584d0tXVJWdnZ7krRQcEBHB1mDlzptzr8Oeff3J5li9fLjdPdVFVOqoMunTpQgDohx9+UJpPKBRyKxCPHj1aJv3ChQu8BZecnZ1pz549dP/+fbp06RKNHj2aRo8erXShq+fPn3P7EAgEtGnTJoqOjqaQkBCaMGECffLJJzzb9fXXX1NUVBRFRkYSEZG5uTlvMaSkpCRKSEigVatWUYsWLTjt6urqUnR0NK1fv5727t3LHV/yvyG2tYrw8fGR+f8aGhqSjY0NtzCSlZUVpaamqnEXRNRknRARzZ8/nztO06ZN1Srz6NEj3jVStBDXpUuXuFWwxZuWlhZZW1tTgwYNuN/kLc63adMm0tfX53QgjeTiaCNHjpRZWbgiunn9+jWvzo0bNyZ7e3ueTezYsSP17t2bZs+eTWFhYTL1S05OpiZNmhAgWlQuNDRUJo94RVwPDw+55yjZTq9bt05unkWLFnF59u/fLzdPdcMcfEalIXbwAVCnTp3krrRZWFhI8+bNIwBkb29PL1++lMlz7NgxbtU86e3LL7+kkpISpQ4+EdHPP/8st7yrqyulpqbyHDUdHR0aPHgwBQUFERHRoUOH5Ja1s7Oju3fv8hpSANSnTx8qKiqi+Ph42rdvH/dwAYBat25Nly9flrvyHZGoYZc07NKbQCCgc+fOlf+m1DAKCgooISGBjh07Ro0bN+adq6enJ925c4dev34tU+7Vq1cUGhpKgwYN4pWxsbGh48ePU3JyMq/BDg4O5jnT0tvkyZN5K73m5OTQli1buIfLvXv3Uk5OjkwdxMumizcPDw8KDQ3ljl1e7YiRdLDU2ZYsWSJzrVJTU6lr166cI+Pr60uPHz+mFy9e0Pbt26l+/frUt29f3pLsRKIH43v37vEcsYYNG9Lly5e5/2lGRgaFhYVRx44deffg9u3bClenrgqqS0cVRezgA6DPPvuM7t+/L5MnOzub6/D4+OOPKTc3V+6+Nm7cyHPyJR01Pz8/io2N5X6T5+ATEa9jQ3Lr378/5ebm8pw1AwMD8vb25pymVatWyS3bqVMniomJoU8++YT3+7hx40goFFJsbKxM3Xv06EG3bt2izMxMufUsKirideRIbw0aNJDrzElT03WSl5dHcXFxFBAQILMq7bRp0ygiIoLS09N5ZUpKSujly5cUHBzM0xcAateuHV28eJFevnxJxcXFvHJHjhzhtU3Sm3SHR1paGv3000+kra1N+vr6dP78eZlzTkxMJG9vb95+xo4dSw8fPqS3b98SUfl1QyRa3btz585q20NdXV3avn27zHWOjIwkBwcHAkSriK9bt46ioqIoJiaGVq9eTUZGRjRmzBiZ88vKyqKQkBCysbHhjuHo6Ei3b9/m2vTXr19TSEgINW/enMvTsWNHevDggUwbUt0wB59RaYwcOZLGjh1LCxYsoO7du5Oenh7Z2NjQ559/TlOmTKEvvviCGjRoQPr6+jRlyhTKyspSuK+IiAj6v//7PzI3NycTExPq0aMHb+ly8R9JkYNPJOp5sLe3JwMDA3JwcKCffvqJ+wP7+vpSkyZNyM/PjxISEmTKHjhwgFxcXMjIyIhsbGxowYIFXMMbGhpKTZs2JUtLS1q4cCFnSBU9lACgfv36Kb12N2/eJC8vL7KysiI9PT1q3LgxTZgwgWJiYpSWq21s2bJFLUMtaRgLCgrUKrNlyxbesdLT02nhwoXUqlUrMjIyojp16lDPnj3p8OHDatVr2bJlvDwDBw5UeOzAwEAuX3m0I6a0tJR69uxJTk5O5ODgQJaWliQQCGR63ySdO3mOTmlpKQUEBFDfvn3J0tKSDAwMyNbWloYOHUonT57kPdyIWbhwocLzq1+/PhER18ssbxs5cqSq219pVKeOKkLXrl3p22+/pe+//546depE2tra5OTkRMOHD6cpU6bQkCFDqE6dOmRsbEzz58+X+0ZFkpCQEOrfvz/VqVOH6tatS/379+d6bdVx8EtKSsjf35+aN29OhoaG5OLiQhs3buT0MH78eHJwcKBff/1VplNCKBTS77//To6OjmRoaEgODg60cuVKzpE7ffo0WVhYUNOmTWnt2rUkFAopJSVF6bWeOnWq0vM9e/YsDR48mGs3bGxs6JtvvpHbMSSPmq4TcWeXsk383xPz5MkTtep39uxZmeMlJCTQt99+Sy1btiQDAwMyNzenAQMGcJ1bquq2Z88eXp7WrVsrPL64p7w8upGkoKCA7O3tycXFhXsLamRkpNAmGhkZUUpKisz5FBYW0oYNG8jNzY3q169PhoaGZGdnR97e3grf2Ep3yEhuHTt2JCLiOfbS27x58xTd+mpBi6iGRORn1HqOHj2KoUOHchNp8vLycPv2bcTExCAtLQ36+vqwtbWFu7t7hWPJi0Nsubu780LKMRi1mU2bNiEgIADXr1/nhU0UIxQKUVBQgKSkJBw6dAhLlizB+vXr5c4lYLx7Dh06xJvEnJmZiVu3biEuLg5v3ryBkZER7O3t0aNHjwqvVB0XFwdbW1sAwPjx4xEQEFCh/TEYNYG5c+fi6dOnOH78uNzQmqWlpcjLy0N8fDy2b9+ODRs24Pjx49zY+w8Z5uAzaiXMwWe8b5w7dw4DBw7EzZs30blzZ7XKtGvXDpMnT8bXX39dxbVj1HSYg89439i2bRtmzJiB2NhYNG7cWGV+IoK5uTn27t2LgQMHVkMNazYsig6DwWC8Y7Kzs+Hj4wMTExO1nfvCwkIkJyfjs88+q+LaMRgMRvUSFxeH7777Dk5OTmo594AoiplQKET37t2ruHa1A+bgM2odkiGo2AsoxvvAiRMnkJqaiuzsbJw9e1ZlfqFQiOnTp2PEiBEyy7MzPkyYXWS8T+zduxcFBQV4+vQp7t+/rzJ/YWEhfHx8sHjx4ipdv6Y2wRx8Rq0jLS2N+yy54iODUVuxt7fn5q4MHToUkydPRlBQkMwaDenp6Thy5Ajc3NyQmZmJdevWvYvqMmogzC4y3iecnJwAiOLjf/LJJ/j+++9x48YNLm6+mJSUFOzZswcdOnSAnZ0d5syZ8y6qWyNhY/AZtYaioiIkJydj7dq12LhxIwDR8uubN2/GgAEDYG1tXWUrLDIYVc3x48cxffp0JCcn8343MTGBkZERCgoKkJubC2NjY/z4449YsGCB3ElnjA+L/Px8JCQkYNGiRTh8+DAAQCAQYNeuXfj4449hbW39jmvIYJSP7du3Y+7cucjMzOR+09LSgqmpKQwMDJCbm4uCggLUr18fK1euxKRJk95dZWsgzMFn1BoCAgIwYcIEhekPHz5EmzZtqrFGDEblkp+fjwMHDuDEiRO4d+8eXr16BSKChYUFWrVqhb59+8LHxwcNGjR411V9L4mPj0erVq0qvJ/Hjx+jWbNmlVAj1fj5+cHf319hek5ODkxMTKqlLh8KtVEntZWMjAzs3bsXZ86cwYMHD5Ceng5tbW00aNAALi4u8PDwwLhx45jG5cAcfAaDwWAwAJSUlCAxMbHC+2nSpAl0dXUroUaMmgjTCaM2wBx8BoPBYDAYDAbjPYJNsmUwGAwGg8FgMN4jmIPPYDAYDAaDwWC8RzAHn8FgMBgMBoPBeI9gDj6DwWAwGAwGg/EewRx8BoPBYDAYDAbjPYI5+AwGg8FgMBgMxnsEc/AZDAaDwWAwGIz3CObgMxgMBoPBYDAY7xH/D07Z9MtgnJwpAAAAAElFTkSuQmCC",
      "text/plain": [
       "<Figure size 800x600 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "import numpy as np\n",
    "import matplotlib.pyplot as plt\n",
    "\n",
    "# 设置全局字体和大小\n",
    "plt.rcParams.update({\n",
    "    'font.size': 20,               # 字体大小为数据可视化综合规范要求\n",
    "    'font.family': 'serif',        # 使用衬线字体\n",
    "    'font.serif': ['Times New Roman'],  # 设置具体字体为 Times New Roman\n",
    "    'svg.fonttype': 'none'         # 确保 SVG 中文字可编辑\n",
    "})\n",
    "\n",
    "x_labels = [\"Square\", \"Hexagon\", \"H_Square\", \"H_Hexagon\"]\n",
    "\n",
    "# 数据数组定义\n",
    "swap_vals = np.array([\n",
    "    [11176, 19762, 0],\n",
    "    [31216, 42018, 0],\n",
    "    [12224, 23148, 0],\n",
    "    [48022, 70288, 0],\n",
    "])\n",
    "greedy_vals = np.array([\n",
    "    [5456, 8756, 18762],\n",
    "    [9024, 5266, 41018],\n",
    "    [5490, 4918, 22148],\n",
    "    [9454, 4904, 69288],\n",
    "])\n",
    "optimal_vals = np.array([\n",
    "    [4770, 3991, 13956],\n",
    "    [6792, 3425, 31931],\n",
    "    [3712, 2505, 14299],\n",
    "    [8060, 3769, 62301],\n",
    "])\n",
    "\n",
    "# 转换为 x 位置索引\n",
    "x = np.arange(len(x_labels))\n",
    "\n",
    "# 设置每个条的宽度和偏移量\n",
    "bar_width = 0.09\n",
    "offsets = np.array([-3.75, -2.75, -1, 0, 1, 2.75,\n",
    "                   3.75, 4.75]) * bar_width  # 条形图偏移量\n",
    "\n",
    "# 画图\n",
    "fig, ax = plt.subplots(figsize=(8, 6))\n",
    "\n",
    "# Hatch patterns 根据需要进行调整\n",
    "hatches = ['///', '\\\\\\\\\\\\', 'XXX', '---', '+++', 'oo', 'OO', '...']\n",
    "labels = ['SS-Execution Time', 'SS-SWAP Num',\n",
    "          'OGS-Execution Time', 'OGS-SWAP Num', 'OGS-GHZ Length',\n",
    "          'SHSQC-Execution Time', 'SHSQC-SWAP Num', 'SHSQC-GHZ Length']\n",
    "\n",
    "# 定义颜色 (符合数据可视化综合规范)\n",
    "colors = ['#f6ab65', '#346eb9', '#9ed983']  # 分别对应 swap, greedy, optimal 的颜色\n",
    "\n",
    "# 绘制每个系列\n",
    "for i in range(8):\n",
    "    vals = []\n",
    "    if i < 2:\n",
    "        vals = swap_vals[:, i]\n",
    "        color_index = 0  # swap 使用第一种颜色\n",
    "    elif i < 5:\n",
    "        vals = greedy_vals[:, i-2]\n",
    "        color_index = 1  # greedy 使用第二种颜色\n",
    "    else:\n",
    "        vals = optimal_vals[:, i-5]\n",
    "        color_index = 2  # optimal 使用第三种颜色\n",
    "    ax.bar(x + offsets[i], vals, width=bar_width,\n",
    "           # 显式设置颜色和 alpha\n",
    "           hatch=hatches[i], edgecolor='black', label=labels[i], color=colors[color_index], alpha=1.0)\n",
    "\n",
    "\n",
    "# 提取 Execution Time 数据\n",
    "ss_exec_time = swap_vals[:, 0]         # SS-Execution Time\n",
    "ogs_exec_time = greedy_vals[:, 0]      # OGS-Execution Time\n",
    "shsqc_exec_time = optimal_vals[:, 0]   # SHSQC-Execution Time\n",
    "\n",
    "# 绘制折线\n",
    "# ax.plot(x + offsets[0], ss_exec_time, color='#f6ab65',\n",
    "#         marker='o', markersize=8, linestyle='-', linewidth=2)\n",
    "# ax.plot(x + offsets[2], ogs_exec_time, color='#346eb9',\n",
    "#         marker='o', markersize=8, linestyle='-', linewidth=2)\n",
    "# ax.plot(x + offsets[5], shsqc_exec_time, color='#9ed983',\n",
    "#         marker='o', markersize=8, linestyle='-', linewidth=2)\n",
    "\n",
    "\n",
    "# 设置 x 轴\n",
    "ax.set_xticks(x)\n",
    "ax.set_xticklabels(x_labels)\n",
    "# ax.set_xlabel('Chiplet Components', fontsize=24)\n",
    "ax.set_ylabel('')\n",
    "ax.set_title('')\n",
    "ax.legend()\n",
    "\n",
    "ax.tick_params(axis='both', which='major', labelsize=24)\n",
    "\n",
    "plt.tight_layout()\n",
    "plt.savefig('./fig/chiplet_type_qft.pdf', format='pdf')  # 导出为 SVG 格式\n",
    "plt.show()"
   ]
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "qiskit_env",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.13.0"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 5
}
